{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#!/usr/bin/env python\n",
    "# coding: utf-8\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import sys,os \n",
    "root_path = os.path.abspath('../')\n",
    "current_file_path = os.path.abspath('.')\n",
    "sys.path.append(root_path)\n",
    "import src.backtest.backtest as backtest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#path\n",
    "md_data_daily_path=root_path+\"/data/futures/daily_data\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#data\n",
    "md_data_daily=pd.read_parquet(md_data_daily_path+\"/IF_most_active_contract_data_df.parquet\").reset_index().set_index(['trading_date'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#define a factor\n",
    "def factor_ts_jtt_001():\n",
    "    md_data_daily[\"close_diff\"]=md_data_daily[\"close\"]-md_data_daily[\"pre_close\"]\n",
    "    factor= md_data_daily[\"close_diff\"].rolling(20).sum()\n",
    "    return factor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# trans factor to signal\n",
    "test_factor=factor_ts_jtt_001()\n",
    "signal=np.sign(test_factor)\n",
    "backtest_ts=backtest.Backtest_ts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='trading_date'>"
      ]
     },
     "metadata": {},
     "execution_count": 10
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 1152x648 with 1 Axes>",
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"497.102752pt\" version=\"1.1\" viewBox=\"0 0 939.65 497.102752\" width=\"939.65pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-06-08T16:33:50.267080</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.2, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 497.102752 \r\nL 939.65 497.102752 \r\nL 939.65 0 \r\nL 0 0 \r\nz\r\n\" style=\"fill:none;\"/>\r\n  </g>\r\n  <g id=\"axes_1\">\r\n   <g id=\"patch_2\">\r\n    <path d=\"M 39.65 447.84 \r\nL 932.45 447.84 \r\nL 932.45 7.2 \r\nL 39.65 7.2 \r\nz\r\n\" style=\"fill:#ffffff;\"/>\r\n   </g>\r\n   <g id=\"matplotlib.axis_1\">\r\n    <g id=\"xtick_1\">\r\n     <g id=\"line2d_1\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL 0 3.5 \r\n\" id=\"ma40e017415\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.6744\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- 2010 -->\r\n      <g transform=\"translate(29.59421 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 19.1875 8.296875 \r\nL 53.609375 8.296875 \r\nL 53.609375 0 \r\nL 7.328125 0 \r\nL 7.328125 8.296875 \r\nQ 12.9375 14.109375 22.625 23.890625 \r\nQ 32.328125 33.6875 34.8125 36.53125 \r\nQ 39.546875 41.84375 41.421875 45.53125 \r\nQ 43.3125 49.21875 43.3125 52.78125 \r\nQ 43.3125 58.59375 39.234375 62.25 \r\nQ 35.15625 65.921875 28.609375 65.921875 \r\nQ 23.96875 65.921875 18.8125 64.3125 \r\nQ 13.671875 62.703125 7.8125 59.421875 \r\nL 7.8125 69.390625 \r\nQ 13.765625 71.78125 18.9375 73 \r\nQ 24.125 74.21875 28.421875 74.21875 \r\nQ 39.75 74.21875 46.484375 68.546875 \r\nQ 53.21875 62.890625 53.21875 53.421875 \r\nQ 53.21875 48.921875 51.53125 44.890625 \r\nQ 49.859375 40.875 45.40625 35.40625 \r\nQ 44.1875 33.984375 37.640625 27.21875 \r\nQ 31.109375 20.453125 19.1875 8.296875 \r\nz\r\n\" id=\"DejaVuSans-50\"/>\r\n        <path d=\"M 31.78125 66.40625 \r\nQ 24.171875 66.40625 20.328125 58.90625 \r\nQ 16.5 51.421875 16.5 36.375 \r\nQ 16.5 21.390625 20.328125 13.890625 \r\nQ 24.171875 6.390625 31.78125 6.390625 \r\nQ 39.453125 6.390625 43.28125 13.890625 \r\nQ 47.125 21.390625 47.125 36.375 \r\nQ 47.125 51.421875 43.28125 58.90625 \r\nQ 39.453125 66.40625 31.78125 66.40625 \r\nz\r\nM 31.78125 74.21875 \r\nQ 44.046875 74.21875 50.515625 64.515625 \r\nQ 56.984375 54.828125 56.984375 36.375 \r\nQ 56.984375 17.96875 50.515625 8.265625 \r\nQ 44.046875 -1.421875 31.78125 -1.421875 \r\nQ 19.53125 -1.421875 13.0625 8.265625 \r\nQ 6.59375 17.96875 6.59375 36.375 \r\nQ 6.59375 54.828125 13.0625 64.515625 \r\nQ 19.53125 74.21875 31.78125 74.21875 \r\nz\r\n\" id=\"DejaVuSans-48\"/>\r\n        <path d=\"M 12.40625 8.296875 \r\nL 28.515625 8.296875 \r\nL 28.515625 63.921875 \r\nL 10.984375 60.40625 \r\nL 10.984375 69.390625 \r\nL 28.421875 72.90625 \r\nL 38.28125 72.90625 \r\nL 38.28125 8.296875 \r\nL 54.390625 8.296875 \r\nL 54.390625 0 \r\nL 12.40625 0 \r\nz\r\n\" id=\"DejaVuSans-49\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_2\">\r\n     <g id=\"line2d_2\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"199.513197\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 2012 -->\r\n      <g transform=\"translate(176.433007 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-50\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_3\">\r\n     <g id=\"line2d_3\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"346.553143\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 2014 -->\r\n      <g transform=\"translate(323.472953 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 37.796875 64.3125 \r\nL 12.890625 25.390625 \r\nL 37.796875 25.390625 \r\nz\r\nM 35.203125 72.90625 \r\nL 47.609375 72.90625 \r\nL 47.609375 25.390625 \r\nL 58.015625 25.390625 \r\nL 58.015625 17.1875 \r\nL 47.609375 17.1875 \r\nL 47.609375 0 \r\nL 37.796875 0 \r\nL 37.796875 17.1875 \r\nL 4.890625 17.1875 \r\nL 4.890625 26.703125 \r\nz\r\n\" id=\"DejaVuSans-52\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-52\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_4\">\r\n     <g id=\"line2d_4\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"493.39194\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 2016 -->\r\n      <g transform=\"translate(470.31175 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 33.015625 40.375 \r\nQ 26.375 40.375 22.484375 35.828125 \r\nQ 18.609375 31.296875 18.609375 23.390625 \r\nQ 18.609375 15.53125 22.484375 10.953125 \r\nQ 26.375 6.390625 33.015625 6.390625 \r\nQ 39.65625 6.390625 43.53125 10.953125 \r\nQ 47.40625 15.53125 47.40625 23.390625 \r\nQ 47.40625 31.296875 43.53125 35.828125 \r\nQ 39.65625 40.375 33.015625 40.375 \r\nz\r\nM 52.59375 71.296875 \r\nL 52.59375 62.3125 \r\nQ 48.875 64.0625 45.09375 64.984375 \r\nQ 41.3125 65.921875 37.59375 65.921875 \r\nQ 27.828125 65.921875 22.671875 59.328125 \r\nQ 17.53125 52.734375 16.796875 39.40625 \r\nQ 19.671875 43.65625 24.015625 45.921875 \r\nQ 28.375 48.1875 33.59375 48.1875 \r\nQ 44.578125 48.1875 50.953125 41.515625 \r\nQ 57.328125 34.859375 57.328125 23.390625 \r\nQ 57.328125 12.15625 50.6875 5.359375 \r\nQ 44.046875 -1.421875 33.015625 -1.421875 \r\nQ 20.359375 -1.421875 13.671875 8.265625 \r\nQ 6.984375 17.96875 6.984375 36.375 \r\nQ 6.984375 53.65625 15.1875 63.9375 \r\nQ 23.390625 74.21875 37.203125 74.21875 \r\nQ 40.921875 74.21875 44.703125 73.484375 \r\nQ 48.484375 72.75 52.59375 71.296875 \r\nz\r\n\" id=\"DejaVuSans-54\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-54\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_5\">\r\n     <g id=\"line2d_5\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"640.431886\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 2018 -->\r\n      <g transform=\"translate(617.351695 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 31.78125 34.625 \r\nQ 24.75 34.625 20.71875 30.859375 \r\nQ 16.703125 27.09375 16.703125 20.515625 \r\nQ 16.703125 13.921875 20.71875 10.15625 \r\nQ 24.75 6.390625 31.78125 6.390625 \r\nQ 38.8125 6.390625 42.859375 10.171875 \r\nQ 46.921875 13.96875 46.921875 20.515625 \r\nQ 46.921875 27.09375 42.890625 30.859375 \r\nQ 38.875 34.625 31.78125 34.625 \r\nz\r\nM 21.921875 38.8125 \r\nQ 15.578125 40.375 12.03125 44.71875 \r\nQ 8.5 49.078125 8.5 55.328125 \r\nQ 8.5 64.0625 14.71875 69.140625 \r\nQ 20.953125 74.21875 31.78125 74.21875 \r\nQ 42.671875 74.21875 48.875 69.140625 \r\nQ 55.078125 64.0625 55.078125 55.328125 \r\nQ 55.078125 49.078125 51.53125 44.71875 \r\nQ 48 40.375 41.703125 38.8125 \r\nQ 48.828125 37.15625 52.796875 32.3125 \r\nQ 56.78125 27.484375 56.78125 20.515625 \r\nQ 56.78125 9.90625 50.3125 4.234375 \r\nQ 43.84375 -1.421875 31.78125 -1.421875 \r\nQ 19.734375 -1.421875 13.25 4.234375 \r\nQ 6.78125 9.90625 6.78125 20.515625 \r\nQ 6.78125 27.484375 10.78125 32.3125 \r\nQ 14.796875 37.15625 21.921875 38.8125 \r\nz\r\nM 18.3125 54.390625 \r\nQ 18.3125 48.734375 21.84375 45.5625 \r\nQ 25.390625 42.390625 31.78125 42.390625 \r\nQ 38.140625 42.390625 41.71875 45.5625 \r\nQ 45.3125 48.734375 45.3125 54.390625 \r\nQ 45.3125 60.0625 41.71875 63.234375 \r\nQ 38.140625 66.40625 31.78125 66.40625 \r\nQ 25.390625 66.40625 21.84375 63.234375 \r\nQ 18.3125 60.0625 18.3125 54.390625 \r\nz\r\n\" id=\"DejaVuSans-56\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-56\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_6\">\r\n     <g id=\"line2d_6\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"787.270683\" xlink:href=\"#ma40e017415\" y=\"447.84\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 2020 -->\r\n      <g transform=\"translate(764.190492 474.14544)rotate(-30)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"text_7\">\r\n     <!-- trading_date -->\r\n     <g transform=\"translate(454.289062 487.54494)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 18.3125 70.21875 \r\nL 18.3125 54.6875 \r\nL 36.8125 54.6875 \r\nL 36.8125 47.703125 \r\nL 18.3125 47.703125 \r\nL 18.3125 18.015625 \r\nQ 18.3125 11.328125 20.140625 9.421875 \r\nQ 21.96875 7.515625 27.59375 7.515625 \r\nL 36.8125 7.515625 \r\nL 36.8125 0 \r\nL 27.59375 0 \r\nQ 17.1875 0 13.234375 3.875 \r\nQ 9.28125 7.765625 9.28125 18.015625 \r\nL 9.28125 47.703125 \r\nL 2.6875 47.703125 \r\nL 2.6875 54.6875 \r\nL 9.28125 54.6875 \r\nL 9.28125 70.21875 \r\nz\r\n\" id=\"DejaVuSans-116\"/>\r\n       <path d=\"M 41.109375 46.296875 \r\nQ 39.59375 47.171875 37.8125 47.578125 \r\nQ 36.03125 48 33.890625 48 \r\nQ 26.265625 48 22.1875 43.046875 \r\nQ 18.109375 38.09375 18.109375 28.8125 \r\nL 18.109375 0 \r\nL 9.078125 0 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.1875 \r\nQ 20.953125 51.171875 25.484375 53.578125 \r\nQ 30.03125 56 36.53125 56 \r\nQ 37.453125 56 38.578125 55.875 \r\nQ 39.703125 55.765625 41.0625 55.515625 \r\nz\r\n\" id=\"DejaVuSans-114\"/>\r\n       <path d=\"M 34.28125 27.484375 \r\nQ 23.390625 27.484375 19.1875 25 \r\nQ 14.984375 22.515625 14.984375 16.5 \r\nQ 14.984375 11.71875 18.140625 8.90625 \r\nQ 21.296875 6.109375 26.703125 6.109375 \r\nQ 34.1875 6.109375 38.703125 11.40625 \r\nQ 43.21875 16.703125 43.21875 25.484375 \r\nL 43.21875 27.484375 \r\nz\r\nM 52.203125 31.203125 \r\nL 52.203125 0 \r\nL 43.21875 0 \r\nL 43.21875 8.296875 \r\nQ 40.140625 3.328125 35.546875 0.953125 \r\nQ 30.953125 -1.421875 24.3125 -1.421875 \r\nQ 15.921875 -1.421875 10.953125 3.296875 \r\nQ 6 8.015625 6 15.921875 \r\nQ 6 25.140625 12.171875 29.828125 \r\nQ 18.359375 34.515625 30.609375 34.515625 \r\nL 43.21875 34.515625 \r\nL 43.21875 35.40625 \r\nQ 43.21875 41.609375 39.140625 45 \r\nQ 35.0625 48.390625 27.6875 48.390625 \r\nQ 23 48.390625 18.546875 47.265625 \r\nQ 14.109375 46.140625 10.015625 43.890625 \r\nL 10.015625 52.203125 \r\nQ 14.9375 54.109375 19.578125 55.046875 \r\nQ 24.21875 56 28.609375 56 \r\nQ 40.484375 56 46.34375 49.84375 \r\nQ 52.203125 43.703125 52.203125 31.203125 \r\nz\r\n\" id=\"DejaVuSans-97\"/>\r\n       <path d=\"M 45.40625 46.390625 \r\nL 45.40625 75.984375 \r\nL 54.390625 75.984375 \r\nL 54.390625 0 \r\nL 45.40625 0 \r\nL 45.40625 8.203125 \r\nQ 42.578125 3.328125 38.25 0.953125 \r\nQ 33.9375 -1.421875 27.875 -1.421875 \r\nQ 17.96875 -1.421875 11.734375 6.484375 \r\nQ 5.515625 14.40625 5.515625 27.296875 \r\nQ 5.515625 40.1875 11.734375 48.09375 \r\nQ 17.96875 56 27.875 56 \r\nQ 33.9375 56 38.25 53.625 \r\nQ 42.578125 51.265625 45.40625 46.390625 \r\nz\r\nM 14.796875 27.296875 \r\nQ 14.796875 17.390625 18.875 11.75 \r\nQ 22.953125 6.109375 30.078125 6.109375 \r\nQ 37.203125 6.109375 41.296875 11.75 \r\nQ 45.40625 17.390625 45.40625 27.296875 \r\nQ 45.40625 37.203125 41.296875 42.84375 \r\nQ 37.203125 48.484375 30.078125 48.484375 \r\nQ 22.953125 48.484375 18.875 42.84375 \r\nQ 14.796875 37.203125 14.796875 27.296875 \r\nz\r\n\" id=\"DejaVuSans-100\"/>\r\n       <path d=\"M 9.421875 54.6875 \r\nL 18.40625 54.6875 \r\nL 18.40625 0 \r\nL 9.421875 0 \r\nz\r\nM 9.421875 75.984375 \r\nL 18.40625 75.984375 \r\nL 18.40625 64.59375 \r\nL 9.421875 64.59375 \r\nz\r\n\" id=\"DejaVuSans-105\"/>\r\n       <path d=\"M 54.890625 33.015625 \r\nL 54.890625 0 \r\nL 45.90625 0 \r\nL 45.90625 32.71875 \r\nQ 45.90625 40.484375 42.875 44.328125 \r\nQ 39.84375 48.1875 33.796875 48.1875 \r\nQ 26.515625 48.1875 22.3125 43.546875 \r\nQ 18.109375 38.921875 18.109375 30.90625 \r\nL 18.109375 0 \r\nL 9.078125 0 \r\nL 9.078125 54.6875 \r\nL 18.109375 54.6875 \r\nL 18.109375 46.1875 \r\nQ 21.34375 51.125 25.703125 53.5625 \r\nQ 30.078125 56 35.796875 56 \r\nQ 45.21875 56 50.046875 50.171875 \r\nQ 54.890625 44.34375 54.890625 33.015625 \r\nz\r\n\" id=\"DejaVuSans-110\"/>\r\n       <path d=\"M 45.40625 27.984375 \r\nQ 45.40625 37.75 41.375 43.109375 \r\nQ 37.359375 48.484375 30.078125 48.484375 \r\nQ 22.859375 48.484375 18.828125 43.109375 \r\nQ 14.796875 37.75 14.796875 27.984375 \r\nQ 14.796875 18.265625 18.828125 12.890625 \r\nQ 22.859375 7.515625 30.078125 7.515625 \r\nQ 37.359375 7.515625 41.375 12.890625 \r\nQ 45.40625 18.265625 45.40625 27.984375 \r\nz\r\nM 54.390625 6.78125 \r\nQ 54.390625 -7.171875 48.1875 -13.984375 \r\nQ 42 -20.796875 29.203125 -20.796875 \r\nQ 24.46875 -20.796875 20.265625 -20.09375 \r\nQ 16.0625 -19.390625 12.109375 -17.921875 \r\nL 12.109375 -9.1875 \r\nQ 16.0625 -11.328125 19.921875 -12.34375 \r\nQ 23.78125 -13.375 27.78125 -13.375 \r\nQ 36.625 -13.375 41.015625 -8.765625 \r\nQ 45.40625 -4.15625 45.40625 5.171875 \r\nL 45.40625 9.625 \r\nQ 42.625 4.78125 38.28125 2.390625 \r\nQ 33.9375 0 27.875 0 \r\nQ 17.828125 0 11.671875 7.65625 \r\nQ 5.515625 15.328125 5.515625 27.984375 \r\nQ 5.515625 40.671875 11.671875 48.328125 \r\nQ 17.828125 56 27.875 56 \r\nQ 33.9375 56 38.28125 53.609375 \r\nQ 42.625 51.21875 45.40625 46.390625 \r\nL 45.40625 54.6875 \r\nL 54.390625 54.6875 \r\nz\r\n\" id=\"DejaVuSans-103\"/>\r\n       <path d=\"M 50.984375 -16.609375 \r\nL 50.984375 -23.578125 \r\nL -0.984375 -23.578125 \r\nL -0.984375 -16.609375 \r\nz\r\n\" id=\"DejaVuSans-95\"/>\r\n       <path d=\"M 56.203125 29.59375 \r\nL 56.203125 25.203125 \r\nL 14.890625 25.203125 \r\nQ 15.484375 15.921875 20.484375 11.0625 \r\nQ 25.484375 6.203125 34.421875 6.203125 \r\nQ 39.59375 6.203125 44.453125 7.46875 \r\nQ 49.3125 8.734375 54.109375 11.28125 \r\nL 54.109375 2.78125 \r\nQ 49.265625 0.734375 44.1875 -0.34375 \r\nQ 39.109375 -1.421875 33.890625 -1.421875 \r\nQ 20.796875 -1.421875 13.15625 6.1875 \r\nQ 5.515625 13.8125 5.515625 26.8125 \r\nQ 5.515625 40.234375 12.765625 48.109375 \r\nQ 20.015625 56 32.328125 56 \r\nQ 43.359375 56 49.78125 48.890625 \r\nQ 56.203125 41.796875 56.203125 29.59375 \r\nz\r\nM 47.21875 32.234375 \r\nQ 47.125 39.59375 43.09375 43.984375 \r\nQ 39.0625 48.390625 32.421875 48.390625 \r\nQ 24.90625 48.390625 20.390625 44.140625 \r\nQ 15.875 39.890625 15.1875 32.171875 \r\nz\r\n\" id=\"DejaVuSans-101\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-114\"/>\r\n      <use x=\"80.322266\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"141.601562\" xlink:href=\"#DejaVuSans-100\"/>\r\n      <use x=\"205.078125\" xlink:href=\"#DejaVuSans-105\"/>\r\n      <use x=\"232.861328\" xlink:href=\"#DejaVuSans-110\"/>\r\n      <use x=\"296.240234\" xlink:href=\"#DejaVuSans-103\"/>\r\n      <use x=\"359.716797\" xlink:href=\"#DejaVuSans-95\"/>\r\n      <use x=\"409.716797\" xlink:href=\"#DejaVuSans-100\"/>\r\n      <use x=\"473.193359\" xlink:href=\"#DejaVuSans-97\"/>\r\n      <use x=\"534.472656\" xlink:href=\"#DejaVuSans-116\"/>\r\n      <use x=\"573.681641\" xlink:href=\"#DejaVuSans-101\"/>\r\n     </g>\r\n    </g>\r\n   </g>\r\n   <g id=\"matplotlib.axis_2\">\r\n    <g id=\"ytick_1\">\r\n     <g id=\"line2d_7\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"m79307271a7\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m79307271a7\" y=\"402.899879\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 0 -->\r\n      <g transform=\"translate(26.2875 406.699097)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_2\">\r\n     <g id=\"line2d_8\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m79307271a7\" y=\"316.46327\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 1000 -->\r\n      <g transform=\"translate(7.2 320.262489)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-49\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_3\">\r\n     <g id=\"line2d_9\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m79307271a7\" y=\"230.026662\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 2000 -->\r\n      <g transform=\"translate(7.2 233.82588)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-50\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_4\">\r\n     <g id=\"line2d_10\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m79307271a7\" y=\"143.590053\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 3000 -->\r\n      <g transform=\"translate(7.2 147.389272)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 40.578125 39.3125 \r\nQ 47.65625 37.796875 51.625 33 \r\nQ 55.609375 28.21875 55.609375 21.1875 \r\nQ 55.609375 10.40625 48.1875 4.484375 \r\nQ 40.765625 -1.421875 27.09375 -1.421875 \r\nQ 22.515625 -1.421875 17.65625 -0.515625 \r\nQ 12.796875 0.390625 7.625 2.203125 \r\nL 7.625 11.71875 \r\nQ 11.71875 9.328125 16.59375 8.109375 \r\nQ 21.484375 6.890625 26.8125 6.890625 \r\nQ 36.078125 6.890625 40.9375 10.546875 \r\nQ 45.796875 14.203125 45.796875 21.1875 \r\nQ 45.796875 27.640625 41.28125 31.265625 \r\nQ 36.765625 34.90625 28.71875 34.90625 \r\nL 20.21875 34.90625 \r\nL 20.21875 43.015625 \r\nL 29.109375 43.015625 \r\nQ 36.375 43.015625 40.234375 45.921875 \r\nQ 44.09375 48.828125 44.09375 54.296875 \r\nQ 44.09375 59.90625 40.109375 62.90625 \r\nQ 36.140625 65.921875 28.71875 65.921875 \r\nQ 24.65625 65.921875 20.015625 65.03125 \r\nQ 15.375 64.15625 9.8125 62.3125 \r\nL 9.8125 71.09375 \r\nQ 15.4375 72.65625 20.34375 73.4375 \r\nQ 25.25 74.21875 29.59375 74.21875 \r\nQ 40.828125 74.21875 47.359375 69.109375 \r\nQ 53.90625 64.015625 53.90625 55.328125 \r\nQ 53.90625 49.265625 50.4375 45.09375 \r\nQ 46.96875 40.921875 40.578125 39.3125 \r\nz\r\n\" id=\"DejaVuSans-51\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-51\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_5\">\r\n     <g id=\"line2d_11\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"39.65\" xlink:href=\"#m79307271a7\" y=\"57.153445\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 4000 -->\r\n      <g transform=\"translate(7.2 60.952664)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-52\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n   </g>\r\n   <g id=\"line2d_12\">\r\n    <path clip-path=\"url(#p8fc025cb69)\" d=\"M 80.231818 410.5063 \r\nL 80.634116 406.426492 \r\nL 81.438712 418.423893 \r\nL 81.639861 410.748323 \r\nL 81.84101 413.030249 \r\nL 82.04216 418.372031 \r\nL 82.243309 415.243026 \r\nL 83.047905 406.322768 \r\nL 83.249054 407.567455 \r\nL 83.450203 405.112656 \r\nL 83.651352 406.236332 \r\nL 84.254799 401.499605 \r\nL 84.455948 403.072752 \r\nL 84.657097 408.639269 \r\nL 84.858246 406.979686 \r\nL 85.059395 406.651227 \r\nL 86.266289 404.196428 \r\nL 86.467438 408.034213 \r\nL 87.070885 415.519623 \r\nL 87.272034 414.89728 \r\nL 87.473184 417.697826 \r\nL 87.674333 418.199158 \r\nL 87.875482 416.712449 \r\nL 88.478929 415.657922 \r\nL 88.680078 403.453073 \r\nL 88.881227 401.603329 \r\nL 89.082376 398.681772 \r\nL 89.283525 398.750921 \r\nL 89.886972 397.419798 \r\nL 90.088121 400.358642 \r\nL 90.28927 400.687101 \r\nL 90.490419 400.738963 \r\nL 90.691568 407.740329 \r\nL 91.295015 408.656557 \r\nL 91.496164 405.66585 \r\nL 91.697313 407.100698 \r\nL 91.898462 403.314774 \r\nL 92.099611 404.161853 \r\nL 92.703058 410.817472 \r\nL 92.904208 415.001004 \r\nL 93.105357 414.862705 \r\nL 93.306506 418.320169 \r\nL 93.507655 418.389319 \r\nL 94.111102 417.248356 \r\nL 94.312251 418.873364 \r\nL 94.5134 409.417199 \r\nL 94.915698 410.800185 \r\nL 95.519145 406.046171 \r\nL 95.720294 412.062159 \r\nL 95.921443 410.592737 \r\nL 96.122592 412.9611 \r\nL 96.323741 406.599365 \r\nL 96.927188 407.204422 \r\nL 97.128337 413.773604 \r\nL 97.329486 413.566156 \r\nL 97.530635 414.655257 \r\nL 98.335231 405.942447 \r\nL 98.536381 404.24829 \r\nL 98.73753 404.317439 \r\nL 98.938679 402.640569 \r\nL 99.139828 407.809478 \r\nL 99.743275 409.209751 \r\nL 99.944424 408.483683 \r\nL 100.145573 413.462432 \r\nL 100.547871 414.862705 \r\nL 101.151318 419.841454 \r\nL 101.352467 418.130009 \r\nL 101.553616 419.876028 \r\nL 101.754765 416.505001 \r\nL 101.955914 416.176542 \r\nL 102.559361 421.293589 \r\nL 102.76051 420.913268 \r\nL 102.961659 421.034279 \r\nL 103.162808 425.148662 \r\nL 103.363957 425.753718 \r\nL 103.967405 423.437217 \r\nL 104.168554 423.489079 \r\nL 104.369703 427.810909 \r\nL 104.570852 423.333493 \r\nL 104.772001 423.419929 \r\nL 105.576597 422.780298 \r\nL 106.783491 425.598132 \r\nL 106.98464 426.687233 \r\nL 107.185789 426.445211 \r\nL 107.386938 421.328163 \r\nL 108.99613 412.615353 \r\nL 109.800727 403.937118 \r\nL 110.001876 398.923795 \r\nL 110.203025 397.195062 \r\nL 110.404174 384.921064 \r\nL 111.007621 390.331996 \r\nL 111.20877 382.17238 \r\nL 111.409919 379.198961 \r\nL 111.611068 380.011465 \r\nL 111.812217 378.576617 \r\nL 112.415664 366.42363 \r\nL 112.817962 376.62315 \r\nL 113.019111 374.393085 \r\nL 113.22026 382.500839 \r\nL 113.823707 370.814609 \r\nL 114.226005 377.988848 \r\nL 114.628303 368.843855 \r\nL 115.231751 368.705556 \r\nL 115.634049 375.499474 \r\nL 115.835198 375.810645 \r\nL 116.036347 395.777502 \r\nL 116.639794 396.676443 \r\nL 116.840943 384.437019 \r\nL 117.042092 379.665718 \r\nL 117.243241 382.639138 \r\nL 117.44439 387.27214 \r\nL 118.047837 382.518126 \r\nL 118.248986 376.675012 \r\nL 118.450135 383.244194 \r\nL 118.651284 385.854579 \r\nL 118.852433 384.592605 \r\nL 119.45588 384.506168 \r\nL 119.657029 379.423696 \r\nL 119.858178 378.766777 \r\nL 120.059327 380.68567 \r\nL 120.260477 381.308014 \r\nL 120.863924 380.962267 \r\nL 121.065073 385.353247 \r\nL 121.266222 379.97689 \r\nL 121.467371 378.265445 \r\nL 122.271967 390.003537 \r\nL 122.473116 389.830663 \r\nL 122.875414 394.636539 \r\nL 123.076563 393.184404 \r\nL 123.68001 386.978255 \r\nL 124.082308 400.289493 \r\nL 125.088053 389.484917 \r\nL 125.289202 385.647131 \r\nL 125.490351 387.151128 \r\nL 125.691501 387.341289 \r\nL 125.89265 392.804083 \r\nL 126.697246 395.829364 \r\nL 126.898395 395.379894 \r\nL 127.099544 394.187068 \r\nL 127.300693 394.014195 \r\nL 127.90414 389.778801 \r\nL 128.306438 392.510198 \r\nL 128.507587 391.939717 \r\nL 129.312183 376.796023 \r\nL 129.513332 376.986183 \r\nL 129.714481 383.296056 \r\nL 129.91563 373.71888 \r\nL 130.116779 376.62315 \r\nL 130.921375 373.960902 \r\nL 131.122525 376.311978 \r\nL 131.323674 380.046039 \r\nL 131.524823 381.377163 \r\nL 132.329419 384.800053 \r\nL 133.938611 380.737532 \r\nL 134.13976 386.459636 \r\nL 134.340909 387.548737 \r\nL 134.944356 397.385223 \r\nL 135.145505 398.18044 \r\nL 135.346654 395.535479 \r\nL 135.547803 396.451708 \r\nL 135.748952 399.096668 \r\nL 136.352399 394.532815 \r\nL 136.553548 403.591371 \r\nL 136.754698 403.954405 \r\nL 137.760443 397.039476 \r\nL 137.961592 397.108626 \r\nL 138.162741 397.886555 \r\nL 138.36389 399.770873 \r\nL 138.565039 394.152494 \r\nL 139.369635 387.687035 \r\nL 139.570784 389.242894 \r\nL 139.973082 397.47166 \r\nL 140.576529 396.762879 \r\nL 140.978827 405.769574 \r\nL 141.179976 402.865304 \r\nL 141.381125 403.487647 \r\nL 141.984572 403.297487 \r\nL 142.185722 403.435786 \r\nL 142.386871 400.185769 \r\nL 142.58802 400.37593 \r\nL 142.789169 397.66182 \r\nL 143.392616 397.817406 \r\nL 143.794914 400.669814 \r\nL 143.996063 402.363972 \r\nL 144.197212 399.563425 \r\nL 145.202957 402.294822 \r\nL 145.404106 403.660521 \r\nL 145.605255 407.308146 \r\nL 146.208702 409.157889 \r\nL 146.409851 410.76561 \r\nL 146.611 406.11532 \r\nL 146.812149 408.691131 \r\nL 147.013298 407.930489 \r\nL 147.616746 409.434486 \r\nL 147.817895 413.237697 \r\nL 148.220193 412.494342 \r\nL 148.421342 413.548869 \r\nL 149.024789 417.576815 \r\nL 149.225938 416.850747 \r\nL 149.829385 411.699125 \r\nL 150.633981 413.185835 \r\nL 150.83513 406.149895 \r\nL 151.036279 405.40654 \r\nL 151.237428 406.495641 \r\nL 151.840875 406.858675 \r\nL 152.042024 407.913202 \r\nL 152.243173 407.08341 \r\nL 152.444322 402.796155 \r\nL 152.645471 405.977022 \r\nL 153.248919 403.971692 \r\nL 153.651217 406.927824 \r\nL 153.852366 405.268242 \r\nL 154.053515 405.026219 \r\nL 154.656962 396.054099 \r\nL 154.858111 396.17511 \r\nL 155.05926 395.431756 \r\nL 155.461558 392.475624 \r\nL 156.065005 391.680407 \r\nL 156.266154 393.772173 \r\nL 156.467303 394.325367 \r\nL 156.668452 390.919765 \r\nL 156.869601 392.959669 \r\nL 157.674197 393.685736 \r\nL 157.875346 394.705688 \r\nL 158.076495 390.504869 \r\nL 158.277644 389.588641 \r\nL 158.881092 390.245559 \r\nL 159.082241 392.734933 \r\nL 159.484539 387.220278 \r\nL 159.685688 383.762813 \r\nL 160.289135 383.382492 \r\nL 160.490284 384.955639 \r\nL 160.691433 384.592605 \r\nL 161.093731 396.883891 \r\nL 161.697178 397.004902 \r\nL 161.898327 396.780167 \r\nL 162.099476 398.802783 \r\nL 162.501774 396.036812 \r\nL 163.105221 389.778801 \r\nL 163.708668 390.504869 \r\nL 163.909818 389.899813 \r\nL 164.513265 391.317373 \r\nL 164.714414 395.604629 \r\nL 164.915563 390.988914 \r\nL 165.317861 389.018159 \r\nL 166.122457 390.937052 \r\nL 166.524755 394.567389 \r\nL 166.725904 394.550102 \r\nL 167.329351 403.003602 \r\nL 167.5305 403.522222 \r\nL 167.731649 404.473025 \r\nL 167.932798 404.127278 \r\nL 168.133947 402.519557 \r\nL 168.737394 403.919831 \r\nL 168.938543 401.862639 \r\nL 169.139692 401.516893 \r\nL 169.340842 401.741628 \r\nL 169.541991 396.002237 \r\nL 170.145438 387.358576 \r\nL 170.346587 389.433055 \r\nL 170.547736 388.361241 \r\nL 170.748885 394.567389 \r\nL 170.950034 392.907807 \r\nL 171.553481 396.140536 \r\nL 171.75463 393.806747 \r\nL 171.955779 394.722975 \r\nL 172.358077 387.393151 \r\nL 172.961524 385.698993 \r\nL 173.162673 389.675077 \r\nL 173.363822 386.926393 \r\nL 173.564971 396.641868 \r\nL 173.76612 395.068722 \r\nL 174.369567 391.680407 \r\nL 174.570716 389.640503 \r\nL 174.771865 390.937052 \r\nL 175.97876 381.4636 \r\nL 176.179909 384.81734 \r\nL 176.582207 382.569988 \r\nL 177.386803 380.218912 \r\nL 177.587952 381.20429 \r\nL 177.789101 380.737532 \r\nL 177.99025 381.117853 \r\nL 178.593697 375.361175 \r\nL 178.794846 378.472893 \r\nL 178.995995 383.728239 \r\nL 179.197144 376.726873 \r\nL 179.398293 375.3266 \r\nL 180.00174 369.898381 \r\nL 180.202889 373.597868 \r\nL 180.404039 371.039345 \r\nL 180.605188 370.019393 \r\nL 180.806337 366.994111 \r\nL 182.817827 366.665652 \r\nL 183.018976 365.420965 \r\nL 183.220125 372.474192 \r\nL 183.421274 374.151063 \r\nL 184.22587 374.911705 \r\nL 184.427019 368.480821 \r\nL 184.628168 367.858477 \r\nL 184.829317 362.533982 \r\nL 185.030466 362.257385 \r\nL 185.633913 367.028686 \r\nL 186.036212 374.496809 \r\nL 186.237361 375.620485 \r\nL 186.43851 377.971561 \r\nL 187.041957 378.766777 \r\nL 187.243106 379.389121 \r\nL 187.444255 371.575252 \r\nL 187.645404 374.133775 \r\nL 187.846553 371.903711 \r\nL 188.45 373.424995 \r\nL 188.651149 374.68697 \r\nL 188.852298 374.081913 \r\nL 189.053447 378.144434 \r\nL 189.254596 378.697628 \r\nL 189.858043 373.71888 \r\nL 190.059192 374.946279 \r\nL 190.260341 380.478222 \r\nL 190.46149 381.031417 \r\nL 190.662639 386.096602 \r\nL 191.467236 386.667083 \r\nL 191.668385 384.523456 \r\nL 191.869534 385.543408 \r\nL 192.070683 383.365205 \r\nL 192.67413 384.402444 \r\nL 192.875279 385.871867 \r\nL 193.076428 379.475558 \r\nL 193.277577 384.229571 \r\nL 193.478726 382.656425 \r\nL 194.082173 380.167051 \r\nL 194.283322 378.732203 \r\nL 194.484471 380.270774 \r\nL 194.68562 379.734867 \r\nL 194.886769 377.988848 \r\nL 195.490216 376.208254 \r\nL 195.691365 371.765412 \r\nL 195.892514 370.053967 \r\nL 196.093663 363.761382 \r\nL 196.294812 367.13241 \r\nL 196.89826 368.135075 \r\nL 197.300558 364.297289 \r\nL 197.501707 364.22814 \r\nL 197.702856 364.435588 \r\nL 198.306303 363.035315 \r\nL 198.507452 361.099135 \r\nL 198.90975 361.133709 \r\nL 199.110899 364.158991 \r\nL 200.317793 358.454174 \r\nL 200.518942 359.024656 \r\nL 201.122389 365.870435 \r\nL 201.323538 373.286696 \r\nL 201.524687 371.817274 \r\nL 201.725836 371.817274 \r\nL 201.926985 374.87713 \r\nL 202.530433 369.846519 \r\nL 202.932731 389.173745 \r\nL 203.335029 382.742861 \r\nL 205.346519 386.770807 \r\nL 205.547668 386.183038 \r\nL 205.748817 389.312044 \r\nL 206.151115 383.33063 \r\nL 206.754562 383.728239 \r\nL 206.955711 387.20299 \r\nL 207.15686 380.962267 \r\nL 207.358009 381.290726 \r\nL 208.162606 381.429025 \r\nL 208.363755 382.569988 \r\nL 208.564904 380.046039 \r\nL 208.766053 381.308014 \r\nL 208.967202 380.806681 \r\nL 209.570649 380.581946 \r\nL 209.771798 379.164386 \r\nL 209.972947 376.830597 \r\nL 210.174096 375.948944 \r\nL 210.375245 371.419666 \r\nL 210.978692 370.503438 \r\nL 211.179841 370.589874 \r\nL 211.582139 373.096536 \r\nL 211.783288 369.155027 \r\nL 212.386735 370.520725 \r\nL 212.789033 375.343888 \r\nL 213.191332 370.849184 \r\nL 213.794779 372.353181 \r\nL 213.995928 369.829232 \r\nL 214.197077 375.758783 \r\nL 214.398226 377.625814 \r\nL 214.599375 375.3266 \r\nL 215.202822 375.119153 \r\nL 215.403971 377.988848 \r\nL 215.806269 377.07262 \r\nL 216.007418 374.87713 \r\nL 216.610865 374.68697 \r\nL 216.812014 374.341223 \r\nL 217.013163 368.135075 \r\nL 217.214312 365.628413 \r\nL 217.415461 364.729472 \r\nL 218.823505 370.520725 \r\nL 219.426952 368.826567 \r\nL 219.628101 370.209553 \r\nL 219.82925 370.589874 \r\nL 220.030399 374.980854 \r\nL 220.231548 376.190967 \r\nL 220.834995 375.153727 \r\nL 221.036144 372.698928 \r\nL 221.237293 377.038045 \r\nL 221.438442 377.26278 \r\nL 221.639591 379.492845 \r\nL 222.243038 380.962267 \r\nL 222.444187 382.17238 \r\nL 222.645336 384.194996 \r\nL 222.846485 383.33063 \r\nL 223.047634 383.347918 \r\nL 224.254529 378.49018 \r\nL 224.455678 376.554 \r\nL 225.059125 376.81331 \r\nL 225.260274 377.850549 \r\nL 225.461423 381.187002 \r\nL 225.662572 381.20429 \r\nL 225.863721 383.987549 \r\nL 226.467168 386.355912 \r\nL 226.668317 385.889154 \r\nL 227.271764 396.399846 \r\nL 227.875211 397.679107 \r\nL 228.07636 399.805448 \r\nL 228.277509 398.094003 \r\nL 228.478658 397.609958 \r\nL 228.679807 396.157823 \r\nL 229.283254 399.044806 \r\nL 229.484404 403.038177 \r\nL 229.685553 404.127278 \r\nL 229.886702 404.403876 \r\nL 230.087851 403.850681 \r\nL 230.691298 396.607293 \r\nL 230.892447 397.21235 \r\nL 231.093596 396.918465 \r\nL 231.495894 393.806747 \r\nL 232.099341 397.195062 \r\nL 232.30049 395.863939 \r\nL 232.501639 398.457037 \r\nL 232.702788 397.333361 \r\nL 232.903937 398.474324 \r\nL 233.507384 399.494276 \r\nL 233.909682 397.47166 \r\nL 234.110831 394.169781 \r\nL 235.116577 389.865238 \r\nL 235.317726 389.329331 \r\nL 235.518875 387.998207 \r\nL 235.720024 390.556731 \r\nL 236.323471 390.124548 \r\nL 236.52462 390.556731 \r\nL 236.725769 390.608593 \r\nL 236.926918 388.464965 \r\nL 237.128067 391.472959 \r\nL 237.932663 386.546072 \r\nL 238.133812 387.064692 \r\nL 238.53611 389.519492 \r\nL 239.139557 386.062027 \r\nL 239.340706 386.528785 \r\nL 239.541855 386.338624 \r\nL 239.743004 386.857244 \r\nL 240.547601 382.068656 \r\nL 240.74875 382.43169 \r\nL 241.151048 380.927693 \r\nL 241.352197 381.550036 \r\nL 241.955644 380.823969 \r\nL 242.156793 380.772107 \r\nL 242.357942 381.325301 \r\nL 242.559091 379.734867 \r\nL 242.76024 381.169715 \r\nL 243.564836 383.278768 \r\nL 243.765985 383.192332 \r\nL 243.967134 385.52612 \r\nL 244.168283 384.955639 \r\nL 245.174028 378.680341 \r\nL 245.375177 378.127147 \r\nL 245.576326 377.141769 \r\nL 246.179774 375.620485 \r\nL 246.380923 376.190967 \r\nL 246.582072 375.050003 \r\nL 246.783221 376.242828 \r\nL 246.98437 373.770741 \r\nL 247.587817 369.829232 \r\nL 247.788966 369.708221 \r\nL 248.191264 367.443582 \r\nL 248.392413 366.942249 \r\nL 248.99586 368.532683 \r\nL 249.197009 366.492779 \r\nL 249.398158 366.42363 \r\nL 249.599307 369.120452 \r\nL 249.800456 377.764113 \r\nL 250.403903 377.470228 \r\nL 250.605052 376.242828 \r\nL 250.806201 376.830597 \r\nL 251.00735 374.272074 \r\nL 251.208499 376.709586 \r\nL 251.811947 371.419666 \r\nL 252.013096 368.307948 \r\nL 252.214245 369.639072 \r\nL 252.415394 365.230805 \r\nL 252.616543 365.662988 \r\nL 253.21999 366.095171 \r\nL 253.421139 365.853148 \r\nL 253.622288 364.262715 \r\nL 253.823437 369.189601 \r\nL 254.024586 364.141703 \r\nL 256.036076 367.512731 \r\nL 256.237225 363.432923 \r\nL 256.639523 363.761382 \r\nL 256.840673 364.867771 \r\nL 257.44412 364.452875 \r\nL 257.645269 364.141703 \r\nL 257.846418 365.178943 \r\nL 258.047567 367.564593 \r\nL 258.248716 367.893052 \r\nL 258.852163 368.256086 \r\nL 259.053312 370.5553 \r\nL 259.254461 370.762748 \r\nL 259.45561 372.024722 \r\nL 259.656759 376.81331 \r\nL 260.260206 377.504803 \r\nL 260.461355 377.383792 \r\nL 260.662504 376.536713 \r\nL 260.863653 372.128446 \r\nL 261.064802 372.042009 \r\nL 261.668249 372.024722 \r\nL 261.869398 373.424995 \r\nL 262.070547 373.528719 \r\nL 262.271697 369.466198 \r\nL 262.472846 369.431624 \r\nL 263.076293 369.811945 \r\nL 263.277442 366.821238 \r\nL 263.478591 367.201559 \r\nL 263.880889 363.51936 \r\nL 264.484336 362.862442 \r\nL 264.685485 363.277337 \r\nL 264.886634 364.262715 \r\nL 265.087783 363.847819 \r\nL 265.288932 364.435588 \r\nL 265.892379 363.208188 \r\nL 266.495826 358.488749 \r\nL 266.696975 359.595138 \r\nL 267.300422 357.779969 \r\nL 267.501571 358.990081 \r\nL 267.702721 366.285331 \r\nL 267.90387 365.299954 \r\nL 268.105019 369.656359 \r\nL 268.708466 368.480821 \r\nL 268.909615 369.085877 \r\nL 269.110764 368.480821 \r\nL 269.311913 369.846519 \r\nL 269.513062 359.335828 \r\nL 270.116509 359.180242 \r\nL 270.317658 359.819873 \r\nL 270.518807 359.525988 \r\nL 270.719956 357.399648 \r\nL 270.921105 358.782634 \r\nL 271.524552 358.903645 \r\nL 271.725701 353.527288 \r\nL 272.127999 352.35175 \r\nL 272.329148 349.551204 \r\nL 272.932595 346.180176 \r\nL 273.737192 346.595072 \r\nL 274.340639 346.595072 \r\nL 274.541788 346.767945 \r\nL 274.742937 347.269277 \r\nL 274.944086 346.197463 \r\nL 275.145235 349.585778 \r\nL 275.748682 341.979357 \r\nL 275.949831 341.132278 \r\nL 276.15098 343.725376 \r\nL 276.352129 344.261283 \r\nL 276.553278 341.357013 \r\nL 277.156725 341.547174 \r\nL 277.357874 342.031219 \r\nL 277.559023 340.907543 \r\nL 277.760172 343.068458 \r\nL 277.961321 342.878298 \r\nL 278.967067 333.69873 \r\nL 279.168216 333.629581 \r\nL 279.369365 329.601635 \r\nL 279.972812 329.169452 \r\nL 280.37511 325.88486 \r\nL 280.576259 326.057734 \r\nL 280.777408 327.458007 \r\nL 282.788898 330.206691 \r\nL 282.990047 333.940752 \r\nL 283.191196 333.837028 \r\nL 283.392345 342.065794 \r\nL 283.593494 343.967399 \r\nL 284.196942 344.987351 \r\nL 284.398091 341.495312 \r\nL 284.59924 343.483354 \r\nL 284.800389 351.331798 \r\nL 285.001538 352.35175 \r\nL 285.604985 362.603132 \r\nL 286.007283 371.246793 \r\nL 286.208432 368.446246 \r\nL 286.409581 368.1005 \r\nL 287.013028 366.458204 \r\nL 287.415326 360.442216 \r\nL 287.616475 360.044608 \r\nL 287.817624 360.424929 \r\nL 288.421071 358.471462 \r\nL 288.62222 360.113757 \r\nL 288.823369 367.045973 \r\nL 289.225667 368.411672 \r\nL 289.829115 368.688269 \r\nL 290.030264 373.027387 \r\nL 290.231413 373.131111 \r\nL 290.432562 367.357145 \r\nL 290.633711 365.369103 \r\nL 291.237158 365.317241 \r\nL 291.438307 367.270709 \r\nL 291.639456 364.919633 \r\nL 292.645201 363.640371 \r\nL 292.84635 365.092506 \r\nL 293.047499 365.127081 \r\nL 294.053244 361.686904 \r\nL 294.254393 362.447546 \r\nL 294.455542 362.637706 \r\nL 294.656691 363.035315 \r\nL 294.85784 369.690934 \r\nL 295.461288 369.431624 \r\nL 295.662437 361.686904 \r\nL 295.863586 365.818574 \r\nL 296.265884 361.168284 \r\nL 297.472778 361.202859 \r\nL 297.673927 365.265379 \r\nL 298.277374 367.253421 \r\nL 298.679672 364.297289 \r\nL 298.880821 366.285331 \r\nL 299.08197 364.124416 \r\nL 299.685417 366.544641 \r\nL 299.886566 369.58721 \r\nL 300.087715 369.690934 \r\nL 300.490014 360.908974 \r\nL 301.29461 358.575186 \r\nL 301.495759 358.367738 \r\nL 301.696908 361.06456 \r\nL 301.898057 359.57785 \r\nL 302.501504 360.822538 \r\nL 302.702653 355.670916 \r\nL 302.903802 356.189535 \r\nL 303.104951 356.379696 \r\nL 303.3061 358.540611 \r\nL 303.909547 358.799921 \r\nL 304.110696 361.77334 \r\nL 304.311845 362.533982 \r\nL 304.512994 364.176278 \r\nL 304.714143 369.224176 \r\nL 305.921038 361.202859 \r\nL 306.122187 362.240098 \r\nL 306.725634 362.29196 \r\nL 306.926783 362.948878 \r\nL 307.127932 361.51403 \r\nL 307.329081 356.241397 \r\nL 307.53023 354.47809 \r\nL 308.133677 340.354349 \r\nL 308.334826 338.608329 \r\nL 308.535975 339.438121 \r\nL 308.737124 339.144236 \r\nL 308.938273 343.431492 \r\nL 309.742869 342.809148 \r\nL 309.944018 341.478025 \r\nL 310.145167 343.63894 \r\nL 310.346316 343.863675 \r\nL 310.949763 339.991315 \r\nL 311.150912 339.853016 \r\nL 311.553211 356.604431 \r\nL 311.75436 352.80122 \r\nL 312.357807 354.045907 \r\nL 312.558956 355.221445 \r\nL 312.961254 350.017961 \r\nL 313.162403 343.56979 \r\nL 313.76585 344.693466 \r\nL 313.966999 338.210721 \r\nL 314.168148 339.126949 \r\nL 314.570446 342.618988 \r\nL 315.173893 345.073787 \r\nL 315.375042 344.676179 \r\nL 315.576191 344.952776 \r\nL 315.77734 338.106997 \r\nL 315.978489 338.470031 \r\nL 316.783086 335.11629 \r\nL 316.984235 336.879597 \r\nL 317.185384 336.274541 \r\nL 317.386533 338.245295 \r\nL 318.191129 332.091009 \r\nL 318.392278 332.229307 \r\nL 318.593427 334.286499 \r\nL 318.794576 338.037848 \r\nL 319.398023 334.303786 \r\nL 319.599172 336.101668 \r\nL 319.800321 335.63491 \r\nL 320.00147 336.067093 \r\nL 320.202619 338.642904 \r\nL 320.806066 333.387558 \r\nL 321.007215 333.525857 \r\nL 321.409513 335.565761 \r\nL 321.610662 336.654862 \r\nL 322.214109 334.321073 \r\nL 322.415259 332.609629 \r\nL 322.616408 333.162823 \r\nL 322.817557 333.231972 \r\nL 323.018706 332.073722 \r\nL 324.2256 319.263816 \r\nL 325.030196 321.338295 \r\nL 325.231345 324.91677 \r\nL 325.432494 325.43539 \r\nL 326.438239 322.703993 \r\nL 326.840537 325.642838 \r\nL 327.041686 329.428761 \r\nL 327.242835 328.78913 \r\nL 329.455475 325.193368 \r\nL 329.656624 323.723945 \r\nL 329.857773 326.14417 \r\nL 330.058922 322.946016 \r\nL 330.662369 322.703993 \r\nL 330.863518 323.343624 \r\nL 331.064667 326.368905 \r\nL 331.265816 324.674748 \r\nL 331.466965 325.521827 \r\nL 332.070412 329.964668 \r\nL 332.673859 324.692035 \r\nL 332.875008 320.819675 \r\nL 333.478456 321.078985 \r\nL 333.679605 321.476593 \r\nL 333.880754 323.516497 \r\nL 334.081903 322.582982 \r\nL 334.283052 323.481923 \r\nL 335.087648 322.617557 \r\nL 335.288797 319.972596 \r\nL 335.489946 319.851585 \r\nL 335.691095 316.549707 \r\nL 336.294542 317.2412 \r\nL 336.495691 318.39945 \r\nL 336.69684 314.613527 \r\nL 336.897989 315.391456 \r\nL 337.099138 319.523126 \r\nL 337.702585 325.677413 \r\nL 337.903734 325.642838 \r\nL 338.507181 328.927429 \r\nL 339.110629 330.396851 \r\nL 339.311778 330.327702 \r\nL 339.714076 325.348953 \r\nL 339.915225 324.622886 \r\nL 340.518672 326.66279 \r\nL 340.719821 325.089644 \r\nL 340.92097 322.444683 \r\nL 341.122119 322.306385 \r\nL 341.323268 323.75852 \r\nL 341.926715 324.242565 \r\nL 342.127864 324.190703 \r\nL 342.329013 327.734604 \r\nL 342.530162 328.460671 \r\nL 342.731311 328.322373 \r\nL 343.334758 332.523192 \r\nL 343.535907 331.848986 \r\nL 343.737056 332.886226 \r\nL 343.938205 330.759885 \r\nL 344.139355 326.576353 \r\nL 344.742802 327.043111 \r\nL 344.943951 326.991249 \r\nL 345.1451 328.166787 \r\nL 345.346249 326.005872 \r\nL 345.547398 328.840992 \r\nL 346.150845 328.616257 \r\nL 346.351994 330.414139 \r\nL 346.754292 329.273175 \r\nL 346.955441 326.731939 \r\nL 347.558888 321.407444 \r\nL 347.760037 321.199996 \r\nL 347.961186 321.442019 \r\nL 348.162335 319.920734 \r\nL 348.966931 318.261152 \r\nL 349.16808 319.402115 \r\nL 349.369229 318.883495 \r\nL 349.570379 318.987219 \r\nL 349.771528 317.2412 \r\nL 350.374975 315.979225 \r\nL 350.576124 317.863543 \r\nL 350.777273 322.029788 \r\nL 350.978422 321.130847 \r\nL 351.179571 321.787765 \r\nL 351.783018 319.644137 \r\nL 351.984167 319.972596 \r\nL 352.185316 320.767813 \r\nL 352.386465 317.2412 \r\nL 353.995657 318.572323 \r\nL 354.599104 322.53112 \r\nL 354.800253 321.061698 \r\nL 355.001403 320.491216 \r\nL 355.202552 321.407444 \r\nL 355.403701 320.110895 \r\nL 356.007148 318.330301 \r\nL 356.208297 320.733239 \r\nL 356.409446 318.676047 \r\nL 356.811744 322.358247 \r\nL 357.415191 327.544443 \r\nL 357.61634 332.782502 \r\nL 357.817489 333.076386 \r\nL 358.018638 333.007237 \r\nL 358.219787 335.237301 \r\nL 358.823234 334.355648 \r\nL 359.024383 334.874268 \r\nL 359.225532 333.128248 \r\nL 359.426681 334.66682 \r\nL 360.231277 325.625551 \r\nL 360.432426 327.855615 \r\nL 360.633576 327.613593 \r\nL 360.834725 329.30775 \r\nL 361.035874 328.840992 \r\nL 361.639321 332.073722 \r\nL 361.84047 330.08568 \r\nL 362.041619 331.157494 \r\nL 362.242768 326.559066 \r\nL 362.443917 335.064428 \r\nL 363.047364 334.805118 \r\nL 363.248513 334.960704 \r\nL 363.449662 334.92613 \r\nL 363.650811 336.499276 \r\nL 363.85196 335.617623 \r\nL 364.455407 335.479324 \r\nL 364.656556 336.775873 \r\nL 364.857705 335.341025 \r\nL 365.058854 336.672149 \r\nL 365.260003 334.217349 \r\nL 366.0646 329.100302 \r\nL 366.265749 330.051105 \r\nL 366.466898 325.832998 \r\nL 366.668047 326.956674 \r\nL 367.271494 326.9221 \r\nL 367.472643 329.999243 \r\nL 368.07609 330.777172 \r\nL 368.679537 334.753256 \r\nL 368.880686 333.992614 \r\nL 369.282984 334.459372 \r\nL 370.08758 337.882262 \r\nL 370.288729 336.395552 \r\nL 370.489878 337.588377 \r\nL 371.495624 338.418169 \r\nL 371.897922 336.637575 \r\nL 372.30022 336.810448 \r\nL 372.903667 340.337061 \r\nL 373.104816 339.144236 \r\nL 373.305965 339.075087 \r\nL 373.507114 337.415504 \r\nL 373.708263 336.879597 \r\nL 374.31171 334.217349 \r\nL 374.512859 334.200062 \r\nL 374.714008 335.911507 \r\nL 374.915157 335.479324 \r\nL 375.116306 337.985986 \r\nL 375.719753 338.418169 \r\nL 375.920902 337.899549 \r\nL 376.3232 342.394253 \r\nL 376.524349 342.878298 \r\nL 377.328946 343.621652 \r\nL 377.530095 342.41154 \r\nL 377.932393 346.595072 \r\nL 378.53584 346.819807 \r\nL 378.736989 349.361043 \r\nL 378.938138 348.807849 \r\nL 379.139287 348.7387 \r\nL 379.340436 351.055201 \r\nL 379.943883 350.242697 \r\nL 380.346181 352.127015 \r\nL 380.54733 354.633676 \r\nL 380.748479 354.443516 \r\nL 381.351926 355.273307 \r\nL 381.553075 356.051237 \r\nL 381.754224 355.51533 \r\nL 382.156522 356.93289 \r\nL 382.75997 357.952842 \r\nL 382.961119 357.779969 \r\nL 383.363417 356.811879 \r\nL 384.168013 357.174913 \r\nL 384.369162 356.846454 \r\nL 384.570311 359.854448 \r\nL 384.77146 359.940884 \r\nL 384.972609 360.35578 \r\nL 385.576056 362.464833 \r\nL 385.978354 362.55127 \r\nL 386.179503 363.208188 \r\nL 386.380652 362.672281 \r\nL 386.984099 362.793292 \r\nL 387.185248 360.286631 \r\nL 387.386397 359.923597 \r\nL 387.788696 352.662922 \r\nL 388.392143 347.321139 \r\nL 388.593292 347.407576 \r\nL 388.794441 347.978058 \r\nL 388.99559 344.34772 \r\nL 389.196739 346.785232 \r\nL 389.800186 342.999309 \r\nL 390.001335 344.589742 \r\nL 390.202484 345.108362 \r\nL 390.403633 347.494013 \r\nL 390.604782 347.130979 \r\nL 391.409378 344.710754 \r\nL 391.610527 345.160224 \r\nL 391.811676 347.165553 \r\nL 392.012825 344.330433 \r\nL 392.817421 344.641604 \r\nL 393.219719 346.335762 \r\nL 393.420869 344.831765 \r\nL 394.225465 347.822472 \r\nL 394.426614 347.684173 \r\nL 394.627763 348.150931 \r\nL 394.828912 349.9661 \r\nL 395.432359 350.138973 \r\nL 395.633508 353.57915 \r\nL 396.035806 348.721412 \r\nL 396.236955 346.595072 \r\nL 397.041551 347.684173 \r\nL 397.443849 351.107063 \r\nL 397.644998 349.274607 \r\nL 398.248445 349.810514 \r\nL 398.449594 353.164254 \r\nL 398.851893 351.936854 \r\nL 399.053042 349.568491 \r\nL 399.656489 354.080482 \r\nL 399.857638 352.818508 \r\nL 400.058787 347.234703 \r\nL 400.259936 348.427528 \r\nL 400.461085 348.755987 \r\nL 401.064532 348.375666 \r\nL 401.265681 348.548539 \r\nL 402.874873 345.920866 \r\nL 403.277171 347.113691 \r\nL 403.880618 348.444815 \r\nL 404.081767 347.079117 \r\nL 404.484066 349.18817 \r\nL 404.685215 349.741364 \r\nL 405.288662 350.553868 \r\nL 405.892109 354.720113 \r\nL 406.093258 353.942184 \r\nL 406.696705 352.593772 \r\nL 406.897854 356.466132 \r\nL 407.099003 353.717448 \r\nL 407.300152 354.754688 \r\nL 407.501301 350.121685 \r\nL 408.104748 351.158925 \r\nL 408.305897 351.176212 \r\nL 408.708195 350.640305 \r\nL 408.909344 352.438187 \r\nL 409.512791 346.525923 \r\nL 409.713941 347.857046 \r\nL 409.91509 344.849052 \r\nL 410.116239 346.007303 \r\nL 410.317388 345.367672 \r\nL 410.920835 346.335762 \r\nL 411.121984 348.392953 \r\nL 411.323133 349.153595 \r\nL 411.524282 348.133643 \r\nL 411.725431 343.846388 \r\nL 412.328878 337.657526 \r\nL 412.530027 333.335696 \r\nL 412.731176 331.50324 \r\nL 412.932325 330.708023 \r\nL 413.133474 324.553737 \r\nL 413.736921 326.005872 \r\nL 414.340368 292.589479 \r\nL 414.541517 293.695867 \r\nL 415.144965 281.231708 \r\nL 415.346114 297.153332 \r\nL 415.547263 289.667921 \r\nL 415.748412 291.55224 \r\nL 416.553008 288.423234 \r\nL 416.955306 271.982991 \r\nL 417.357604 270.046811 \r\nL 417.961051 279.001644 \r\nL 418.363349 291.137344 \r\nL 418.765647 271.775544 \r\nL 419.369094 272.501611 \r\nL 419.570243 271.810118 \r\nL 419.771392 262.250229 \r\nL 420.777138 255.490886 \r\nL 420.978287 256.752861 \r\nL 421.179436 256.199667 \r\nL 421.380585 264.947051 \r\nL 421.581734 267.885896 \r\nL 422.185181 267.056105 \r\nL 422.38633 267.747598 \r\nL 422.587479 269.338031 \r\nL 422.788628 258.56803 \r\nL 422.989777 259.98559 \r\nL 423.995522 310.187972 \r\nL 424.196671 308.874136 \r\nL 424.39782 305.779705 \r\nL 425.001267 303.203894 \r\nL 425.604714 314.717251 \r\nL 425.805863 309.150733 \r\nL 426.409311 306.367474 \r\nL 426.61046 311.415372 \r\nL 427.012758 302.754424 \r\nL 427.213907 301.838196 \r\nL 427.817354 304.569593 \r\nL 428.018503 309.859513 \r\nL 428.219652 310.896753 \r\nL 428.420801 311.225212 \r\nL 428.62195 312.089578 \r\nL 429.225397 315.961938 \r\nL 429.426546 314.820975 \r\nL 431.035738 320.888824 \r\nL 431.236887 331.676113 \r\nL 431.438036 333.871603 \r\nL 432.041484 335.513899 \r\nL 432.242633 329.75722 \r\nL 432.443782 329.204026 \r\nL 432.84608 325.487252 \r\nL 433.449527 319.073656 \r\nL 433.650676 322.237236 \r\nL 433.851825 320.992548 \r\nL 434.254123 314.025758 \r\nL 434.85757 306.160026 \r\nL 435.259868 296.58285 \r\nL 435.461017 296.271678 \r\nL 435.662166 290.722448 \r\nL 436.265613 284.222415 \r\nL 436.466762 286.867375 \r\nL 436.86906 289.425899 \r\nL 437.673657 271.568096 \r\nL 437.874806 280.626652 \r\nL 438.075955 273.106667 \r\nL 438.277104 274.541515 \r\nL 438.478253 265.915141 \r\nL 439.483998 262.319379 \r\nL 439.685147 264.169122 \r\nL 439.886296 251.134481 \r\nL 440.489743 247.331271 \r\nL 440.690892 247.711592 \r\nL 440.892041 251.670388 \r\nL 441.09319 236.04265 \r\nL 441.294339 231.340498 \r\nL 441.897786 239.292666 \r\nL 442.300084 217.804525 \r\nL 442.501234 221.815184 \r\nL 442.702383 220.985392 \r\nL 443.30583 214.554509 \r\nL 443.506979 221.849758 \r\nL 443.708128 217.406917 \r\nL 443.909277 217.890962 \r\nL 444.713873 218.720753 \r\nL 444.915022 231.789968 \r\nL 445.31732 240.727514 \r\nL 445.518469 236.786004 \r\nL 446.323065 223.958812 \r\nL 446.524214 228.211493 \r\nL 446.725363 227.277977 \r\nL 446.926512 236.008075 \r\nL 447.529959 238.272714 \r\nL 447.731108 258.775478 \r\nL 447.932258 258.689041 \r\nL 448.334556 237.270049 \r\nL 448.938003 225.722119 \r\nL 449.139152 215.539886 \r\nL 449.340301 214.174188 \r\nL 449.54145 244.150403 \r\nL 449.742599 248.143775 \r\nL 450.346046 217.718089 \r\nL 450.547195 216.404252 \r\nL 450.748344 223.457479 \r\nL 450.949493 217.597077 \r\nL 451.150642 219.32581 \r\nL 451.754089 210.249966 \r\nL 451.955238 217.597077 \r\nL 452.156387 217.389629 \r\nL 452.558685 207.985326 \r\nL 453.162132 221.97077 \r\nL 453.363282 233.259391 \r\nL 453.564431 228.764687 \r\nL 453.76558 244.49615 \r\nL 453.966729 274.05747 \r\nL 454.771325 285.536252 \r\nL 454.972474 296.548276 \r\nL 455.374772 240.727514 \r\nL 455.978219 223.595778 \r\nL 456.179368 255.335301 \r\nL 456.380517 227.468138 \r\nL 456.581666 233.605137 \r\nL 456.782815 216.473401 \r\nL 457.386262 225.877704 \r\nL 457.78856 175.986494 \r\nL 458.190858 236.768717 \r\nL 458.794306 229.750064 \r\nL 458.995455 222.506677 \r\nL 459.196604 210.128954 \r\nL 459.598902 243.942956 \r\nL 460.202349 231.807256 \r\nL 460.403498 233.449551 \r\nL 460.604647 231.39236 \r\nL 460.805796 252.016135 \r\nL 461.006945 237.183613 \r\nL 461.610392 205.686113 \r\nL 461.811541 206.22202 \r\nL 462.01269 220.691508 \r\nL 462.213839 206.204732 \r\nL 462.414988 209.627622 \r\nL 463.018435 204.856321 \r\nL 463.219584 222.091781 \r\nL 463.420733 228.574527 \r\nL 463.621882 228.211493 \r\nL 463.823031 220.622359 \r\nL 464.627628 238.756759 \r\nL 464.828777 241.730178 \r\nL 465.029926 237.512072 \r\nL 465.231075 238.117128 \r\nL 465.834522 237.702232 \r\nL 466.035671 262.336666 \r\nL 466.23682 268.490952 \r\nL 466.437969 261.385863 \r\nL 467.242565 220.864381 \r\nL 467.443714 194.017171 \r\nL 467.644863 187.793735 \r\nL 468.047161 225.722119 \r\nL 468.650608 215.505311 \r\nL 469.052906 206.48133 \r\nL 470.058652 217.752663 \r\nL 470.259801 238.653035 \r\nL 470.46095 237.805956 \r\nL 470.662099 235.07456 \r\nL 470.863248 236.353821 \r\nL 471.466695 220.726083 \r\nL 471.667844 221.728747 \r\nL 471.868993 235.78334 \r\nL 472.070142 229.248732 \r\nL 472.271291 231.063901 \r\nL 472.874738 239.119793 \r\nL 473.075887 239.171655 \r\nL 473.277036 232.965506 \r\nL 473.478185 230.718155 \r\nL 473.679334 236.68228 \r\nL 474.282781 233.916309 \r\nL 474.48393 239.724849 \r\nL 474.685079 236.388396 \r\nL 476.294272 228.315217 \r\nL 476.495421 220.086452 \r\nL 477.098868 210.491988 \r\nL 477.300017 211.027895 \r\nL 477.501166 215.799196 \r\nL 477.702315 206.256594 \r\nL 477.903464 205.478665 \r\nL 478.506911 210.491988 \r\nL 478.70806 204.614299 \r\nL 478.909209 215.159565 \r\nL 479.311507 203.50791 \r\nL 479.914954 203.577059 \r\nL 480.116103 202.79913 \r\nL 480.317252 208.071763 \r\nL 480.518401 206.273882 \r\nL 480.719551 205.979997 \r\nL 481.524147 211.183481 \r\nL 481.725296 193.031793 \r\nL 481.926445 188.606239 \r\nL 482.127594 177.213894 \r\nL 482.731041 175.813621 \r\nL 482.93219 176.055643 \r\nL 483.133339 173.047649 \r\nL 483.535637 181.276414 \r\nL 484.139084 179.374809 \r\nL 484.340233 183.212595 \r\nL 484.541382 184.025099 \r\nL 484.742531 176.021069 \r\nL 484.94368 179.824279 \r\nL 485.547127 182.037057 \r\nL 485.949425 175.485162 \r\nL 486.150575 178.33757 \r\nL 486.351724 193.429402 \r\nL 486.955171 193.5677 \r\nL 487.15632 190.196672 \r\nL 487.357469 175.744472 \r\nL 487.558618 175.087553 \r\nL 487.759767 180.412048 \r\nL 488.363214 178.856189 \r\nL 488.564363 175.329576 \r\nL 488.765512 176.539688 \r\nL 488.966661 174.275049 \r\nL 489.16781 176.522401 \r\nL 489.972406 190.369546 \r\nL 490.173555 189.971937 \r\nL 490.374704 181.967907 \r\nL 490.575853 180.930668 \r\nL 491.380449 171.059607 \r\nL 491.581599 172.26972 \r\nL 491.782748 174.845531 \r\nL 491.983897 172.114134 \r\nL 492.587344 185.874842 \r\nL 492.788493 181.708598 \r\nL 492.989642 181.622161 \r\nL 493.190791 184.958614 \r\nL 493.995387 205.115631 \r\nL 494.196536 203.715358 \r\nL 494.397685 208.573095 \r\nL 494.598834 189.574329 \r\nL 494.799983 195.088985 \r\nL 495.40343 181.50115 \r\nL 495.604579 185.37351 \r\nL 495.805728 181.587586 \r\nL 496.006877 184.388132 \r\nL 496.208026 177.006446 \r\nL 496.811473 178.233846 \r\nL 497.012623 186.186014 \r\nL 497.414921 175.554311 \r\nL 497.61607 178.233846 \r\nL 498.219517 178.424006 \r\nL 498.420666 165.873411 \r\nL 498.621815 163.159301 \r\nL 498.822964 158.768322 \r\nL 499.024113 166.288307 \r\nL 499.62756 164.559574 \r\nL 499.828709 170.177954 \r\nL 500.029858 169.36545 \r\nL 500.231007 172.771052 \r\nL 500.432156 169.175289 \r\nL 502.443647 168.535658 \r\nL 502.644796 176.038356 \r\nL 502.845945 178.199271 \r\nL 503.047094 177.680652 \r\nL 503.248243 177.594215 \r\nL 503.85169 172.304295 \r\nL 504.253988 175.502449 \r\nL 504.455137 192.167427 \r\nL 504.656286 195.019835 \r\nL 505.259733 187.154104 \r\nL 505.460882 193.654137 \r\nL 505.662031 181.138116 \r\nL 505.86318 181.172691 \r\nL 506.064329 177.386767 \r\nL 506.667776 174.672658 \r\nL 506.868925 175.398725 \r\nL 507.271223 183.385468 \r\nL 507.472372 183.074296 \r\nL 508.07582 178.285708 \r\nL 508.276969 177.888099 \r\nL 508.478118 176.556976 \r\nL 508.880416 164.646011 \r\nL 509.483863 157.281612 \r\nL 509.685012 158.630023 \r\nL 509.886161 158.509012 \r\nL 510.08731 162.934566 \r\nL 510.288459 161.378707 \r\nL 510.891906 164.231115 \r\nL 511.093055 166.46118 \r\nL 511.294204 159.027631 \r\nL 511.495353 158.941195 \r\nL 511.696502 157.592784 \r\nL 512.702247 154.757663 \r\nL 513.104545 159.891998 \r\nL 513.707993 156.97044 \r\nL 513.909142 156.832142 \r\nL 514.31144 152.043554 \r\nL 514.512589 151.645945 \r\nL 515.116036 155.622029 \r\nL 515.317185 155.535592 \r\nL 515.518334 162.260361 \r\nL 515.719483 162.277648 \r\nL 515.920632 164.542287 \r\nL 516.524079 165.717825 \r\nL 516.725228 164.386701 \r\nL 516.926377 165.873411 \r\nL 517.328675 166.858788 \r\nL 518.33442 174.102176 \r\nL 518.535569 174.482497 \r\nL 518.736718 165.475802 \r\nL 519.340166 159.736412 \r\nL 520.144762 163.712496 \r\nL 520.748209 164.957183 \r\nL 520.949358 164.646011 \r\nL 521.150507 162.986428 \r\nL 521.351656 162.571532 \r\nL 521.552805 164.300265 \r\nL 522.156252 165.060907 \r\nL 522.55855 163.211163 \r\nL 522.759699 163.591484 \r\nL 522.960848 164.248403 \r\nL 523.564295 164.507712 \r\nL 523.765444 175.070266 \r\nL 523.966593 172.736478 \r\nL 524.167742 173.047649 \r\nL 524.368892 176.677987 \r\nL 524.972339 178.406719 \r\nL 525.173488 178.181984 \r\nL 525.374637 179.219223 \r\nL 526.380382 189.522467 \r\nL 526.581531 187.655436 \r\nL 526.78268 183.852225 \r\nL 526.983829 185.995853 \r\nL 527.184978 185.338935 \r\nL 527.788425 184.232546 \r\nL 527.989574 185.217924 \r\nL 528.190723 181.916045 \r\nL 528.391872 183.160733 \r\nL 528.593021 187.344264 \r\nL 529.598766 178.890764 \r\nL 529.799916 178.873477 \r\nL 530.001065 177.991823 \r\nL 530.604512 172.027697 \r\nL 530.805661 171.785675 \r\nL 531.00681 170.800298 \r\nL 531.207959 170.679286 \r\nL 531.409108 171.906686 \r\nL 532.012555 171.457216 \r\nL 532.213704 164.023667 \r\nL 532.414853 163.090152 \r\nL 532.817151 162.709831 \r\nL 533.420598 164.352127 \r\nL 533.822896 166.789639 \r\nL 534.024045 164.697873 \r\nL 534.225194 166.945225 \r\nL 534.828641 166.616766 \r\nL 535.02979 162.381372 \r\nL 535.23094 169.642047 \r\nL 535.432089 167.221822 \r\nL 536.236685 170.627424 \r\nL 536.437834 169.486461 \r\nL 536.638983 169.382737 \r\nL 537.644728 164.45585 \r\nL 537.845877 162.640682 \r\nL 538.047026 163.48776 \r\nL 538.248175 162.796268 \r\nL 538.449324 168.13805 \r\nL 539.052771 160.185882 \r\nL 539.455069 162.001051 \r\nL 539.857367 162.813555 \r\nL 540.460814 164.144679 \r\nL 540.661964 164.058242 \r\nL 541.265411 167.481132 \r\nL 541.868858 167.411982 \r\nL 542.271156 164.697873 \r\nL 542.472305 168.051613 \r\nL 542.673454 166.564904 \r\nL 543.276901 165.665963 \r\nL 543.47805 163.107439 \r\nL 543.679199 163.003715 \r\nL 543.880348 163.176589 \r\nL 544.081497 164.836172 \r\nL 544.684944 171.267055 \r\nL 544.886093 171.837537 \r\nL 545.087242 170.039655 \r\nL 546.092987 172.304295 \r\nL 546.294137 172.338869 \r\nL 546.696435 176.522401 \r\nL 547.501031 171.509078 \r\nL 547.70218 173.23781 \r\nL 547.903329 172.943925 \r\nL 548.104478 174.707232 \r\nL 550.317117 178.804327 \r\nL 550.518266 178.043685 \r\nL 550.719415 178.752466 \r\nL 550.920564 178.977201 \r\nL 551.121713 180.239175 \r\nL 551.725161 182.901423 \r\nL 551.92631 186.877507 \r\nL 552.127459 187.603574 \r\nL 552.529757 186.514473 \r\nL 553.133204 182.451952 \r\nL 553.334353 182.91871 \r\nL 553.736651 184.14611 \r\nL 553.9378 184.197972 \r\nL 554.541247 184.768453 \r\nL 554.742396 182.711262 \r\nL 554.943545 184.612868 \r\nL 555.144694 181.795034 \r\nL 555.345843 182.935997 \r\nL 555.94929 182.521102 \r\nL 556.150439 180.636784 \r\nL 556.351588 182.106206 \r\nL 556.753886 176.176655 \r\nL 557.357334 175.416012 \r\nL 557.759632 175.502449 \r\nL 557.960781 174.845531 \r\nL 558.16193 175.813621 \r\nL 558.765377 174.050314 \r\nL 558.966526 170.955883 \r\nL 559.368824 169.745771 \r\nL 559.569973 165.23378 \r\nL 560.17342 163.902656 \r\nL 560.374569 161.378707 \r\nL 560.575718 163.712496 \r\nL 560.776867 160.790938 \r\nL 560.978016 164.45585 \r\nL 561.581463 170.765723 \r\nL 561.782612 171.163331 \r\nL 561.983761 170.212529 \r\nL 562.18491 170.281678 \r\nL 562.386059 168.518371 \r\nL 562.989507 176.176655 \r\nL 563.190656 176.228517 \r\nL 563.391805 174.447922 \r\nL 563.592954 170.506413 \r\nL 563.794103 171.716526 \r\nL 564.39755 170.454551 \r\nL 564.598699 168.293636 \r\nL 564.799848 171.405354 \r\nL 565.000997 170.540988 \r\nL 565.202146 168.552946 \r\nL 565.805593 169.642047 \r\nL 566.006742 169.711196 \r\nL 566.207891 168.933267 \r\nL 566.610189 169.244439 \r\nL 567.414785 172.78834 \r\nL 567.615934 175.588886 \r\nL 567.817083 174.931967 \r\nL 568.018233 173.68728 \r\nL 568.62168 175.035691 \r\nL 568.822829 174.309624 \r\nL 569.225127 170.540988 \r\nL 569.426276 171.336205 \r\nL 570.029723 172.027697 \r\nL 570.230872 173.255097 \r\nL 570.432021 170.679286 \r\nL 570.63317 171.04232 \r\nL 570.834319 168.380073 \r\nL 571.437766 168.466509 \r\nL 571.638915 168.345498 \r\nL 572.041213 166.253732 \r\nL 573.650406 168.034326 \r\nL 574.253853 168.293636 \r\nL 574.455002 168.725819 \r\nL 575.058449 164.144679 \r\nL 575.661896 162.294935 \r\nL 575.863045 162.433234 \r\nL 576.064194 163.522335 \r\nL 576.265343 161.638017 \r\nL 576.466492 163.314887 \r\nL 577.069939 157.247037 \r\nL 577.271088 157.540922 \r\nL 577.472237 156.866716 \r\nL 577.673386 158.024967 \r\nL 577.874535 158.076829 \r\nL 578.477982 160.358755 \r\nL 578.679131 160.116733 \r\nL 578.880281 159.6154 \r\nL 579.282579 162.225786 \r\nL 579.886026 160.756364 \r\nL 580.087175 159.840136 \r\nL 580.288324 160.030296 \r\nL 580.489473 162.32951 \r\nL 580.690622 162.087487 \r\nL 581.294069 158.094116 \r\nL 581.495218 158.681885 \r\nL 581.696367 158.509012 \r\nL 581.897516 155.656604 \r\nL 582.098665 159.94386 \r\nL 582.702112 159.044919 \r\nL 582.903261 160.548916 \r\nL 583.10441 160.548916 \r\nL 583.305559 161.62073 \r\nL 583.506708 157.333474 \r\nL 584.110155 159.269654 \r\nL 584.512454 159.649975 \r\nL 584.713603 161.81089 \r\nL 584.914752 160.185882 \r\nL 585.920497 155.276283 \r\nL 586.121646 155.55288 \r\nL 586.322795 154.982398 \r\nL 586.926242 155.760328 \r\nL 587.127391 155.466443 \r\nL 587.32854 156.244373 \r\nL 587.529689 155.155271 \r\nL 587.730838 157.886668 \r\nL 588.334285 158.284277 \r\nL 588.535434 159.131355 \r\nL 588.736583 160.91195 \r\nL 588.937732 159.096781 \r\nL 589.138881 159.131355 \r\nL 590.144627 163.677921 \r\nL 590.345776 163.591484 \r\nL 590.546925 163.03829 \r\nL 591.351521 161.914614 \r\nL 591.753819 159.840136 \r\nL 591.954968 157.852094 \r\nL 592.558415 156.036925 \r\nL 592.759564 156.278947 \r\nL 592.960713 154.688514 \r\nL 593.363011 158.439863 \r\nL 593.966458 160.116733 \r\nL 594.167607 164.334839 \r\nL 594.569905 161.067535 \r\nL 594.771054 161.672592 \r\nL 595.374502 161.707166 \r\nL 595.575651 163.418611 \r\nL 595.7768 163.418611 \r\nL 595.977949 156.157936 \r\nL 596.179098 156.624694 \r\nL 597.184843 156.503683 \r\nL 597.385992 155.898626 \r\nL 598.190588 158.699172 \r\nL 598.391737 156.278947 \r\nL 598.794035 149.778914 \r\nL 598.995184 148.153906 \r\nL 599.598631 149.070134 \r\nL 599.79978 148.361354 \r\nL 600.000929 152.181852 \r\nL 600.202078 152.112703 \r\nL 600.403227 153.564838 \r\nL 601.006675 149.9345 \r\nL 601.207824 150.71243 \r\nL 601.408973 147.479701 \r\nL 601.610122 147.272253 \r\nL 601.811271 144.108673 \r\nL 602.414718 139.80413 \r\nL 602.615867 139.527533 \r\nL 602.817016 141.550149 \r\nL 603.018165 139.648544 \r\nL 603.822761 141.653873 \r\nL 604.02391 145.007614 \r\nL 604.225059 140.357324 \r\nL 604.627357 141.532862 \r\nL 605.230804 140.945093 \r\nL 605.431953 138.542155 \r\nL 605.633102 140.530197 \r\nL 606.0354 135.344001 \r\nL 606.638848 139.579395 \r\nL 606.839997 139.562107 \r\nL 607.041146 132.699041 \r\nL 607.242295 131.575365 \r\nL 607.443444 133.044787 \r\nL 608.046891 131.575365 \r\nL 608.449189 135.810758 \r\nL 608.650338 135.240277 \r\nL 608.851487 133.701705 \r\nL 609.454934 132.50888 \r\nL 609.656083 130.209666 \r\nL 609.857232 129.812058 \r\nL 610.25953 135.119266 \r\nL 610.862977 133.131224 \r\nL 611.064126 132.923776 \r\nL 611.265275 133.131224 \r\nL 611.466424 134.341336 \r\nL 611.667574 140.668496 \r\nL 612.271021 145.629957 \r\nL 612.47217 144.696442 \r\nL 612.673319 145.284211 \r\nL 612.874468 147.80816 \r\nL 613.075617 147.981033 \r\nL 613.679064 146.58076 \r\nL 614.081362 144.817453 \r\nL 614.282511 146.338737 \r\nL 614.48366 140.219025 \r\nL 615.087107 135.983632 \r\nL 615.489405 136.813423 \r\nL 615.690554 137.211031 \r\nL 615.891703 136.502251 \r\nL 616.49515 136.087356 \r\nL 616.696299 135.084691 \r\nL 616.897448 135.741609 \r\nL 617.098597 137.332043 \r\nL 617.299747 137.971674 \r\nL 617.903194 137.055446 \r\nL 618.104343 135.949057 \r\nL 618.305492 135.949057 \r\nL 618.506641 137.176457 \r\nL 618.70779 136.83071 \r\nL 619.311237 134.082026 \r\nL 619.512386 136.761561 \r\nL 619.713535 134.89453 \r\nL 620.71928 138.697741 \r\nL 621.121578 140.288175 \r\nL 621.322727 141.256265 \r\nL 621.523876 139.683118 \r\nL 623.736516 135.897195 \r\nL 624.138814 133.909153 \r\nL 624.339963 132.439731 \r\nL 625.144559 134.341336 \r\nL 625.345708 132.975638 \r\nL 625.546857 133.92644 \r\nL 625.748006 134.18575 \r\nL 626.351453 133.355959 \r\nL 627.156049 124.988895 \r\nL 627.759496 128.238912 \r\nL 627.960645 127.080661 \r\nL 628.161795 128.290774 \r\nL 628.362944 127.824016 \r\nL 628.564093 130.088655 \r\nL 629.16754 126.216295 \r\nL 629.368689 122.240211 \r\nL 629.569838 122.447659 \r\nL 629.972136 116.604544 \r\nL 630.575583 115.325282 \r\nL 630.977881 120.096583 \r\nL 631.17903 116.967578 \r\nL 631.983626 113.59655 \r\nL 632.184775 106.128427 \r\nL 632.385924 105.85183 \r\nL 632.587073 117.659071 \r\nL 632.788222 117.641783 \r\nL 633.391669 124.31469 \r\nL 633.592819 122.655107 \r\nL 633.793968 123.121864 \r\nL 633.995117 127.772154 \r\nL 634.196266 128.048751 \r\nL 634.799713 126.302732 \r\nL 635.000862 127.875878 \r\nL 635.40316 121.946326 \r\nL 635.604309 126.216295 \r\nL 636.207756 132.214996 \r\nL 636.408905 127.270822 \r\nL 636.610054 130.486263 \r\nL 636.811203 128.999554 \r\nL 637.012352 124.660436 \r\nL 637.615799 125.334641 \r\nL 637.816948 130.451689 \r\nL 638.018097 129.15514 \r\nL 638.219246 133.73628 \r\nL 638.420395 132.629891 \r\nL 639.023843 130.901159 \r\nL 639.224992 129.207002 \r\nL 639.62729 139.233648 \r\nL 639.828439 138.386569 \r\nL 641.236482 129.016841 \r\nL 641.839929 127.66843 \r\nL 642.041078 124.76416 \r\nL 642.242227 123.484898 \r\nL 642.443376 123.813357 \r\nL 642.644525 122.032763 \r\nL 643.247972 122.516808 \r\nL 643.449121 118.558011 \r\nL 643.65027 120.11387 \r\nL 644.052568 115.01411 \r\nL 644.656016 110.726855 \r\nL 644.857165 107.061942 \r\nL 645.058314 106.647047 \r\nL 645.259463 109.136421 \r\nL 645.460612 106.837207 \r\nL 646.064059 114.028733 \r\nL 646.265208 118.108541 \r\nL 646.466357 117.46891 \r\nL 646.667506 121.012811 \r\nL 646.868655 117.970242 \r\nL 647.472102 118.851896 \r\nL 647.673251 131.609939 \r\nL 647.8744 123.035428 \r\nL 648.075549 121.289408 \r\nL 648.276698 101.754735 \r\nL 648.880145 108.704238 \r\nL 649.282443 117.123164 \r\nL 650.891636 123.433036 \r\nL 651.092785 125.524802 \r\nL 651.696232 130.589987 \r\nL 652.09853 121.410419 \r\nL 652.299679 124.262828 \r\nL 652.500828 122.101912 \r\nL 653.104275 120.546053 \r\nL 653.305424 126.769489 \r\nL 653.506573 122.05005 \r\nL 653.908871 130.192379 \r\nL 654.512318 131.558077 \r\nL 654.713467 127.737579 \r\nL 654.914616 126.855926 \r\nL 655.115765 124.556712 \r\nL 655.316914 129.207002 \r\nL 655.920362 127.305396 \r\nL 656.121511 127.270822 \r\nL 656.32266 129.397162 \r\nL 656.523809 132.992925 \r\nL 656.724958 118.558011 \r\nL 657.328405 121.808028 \r\nL 657.529554 125.611239 \r\nL 657.730703 117.935668 \r\nL 657.931852 124.608574 \r\nL 658.133001 124.418413 \r\nL 658.736448 122.015476 \r\nL 658.937597 121.773453 \r\nL 659.138746 120.736214 \r\nL 660.144491 121.099248 \r\nL 660.34564 128.014176 \r\nL 660.546789 128.601945 \r\nL 660.949088 122.361222 \r\nL 661.552535 116.846567 \r\nL 661.753684 111.850531 \r\nL 661.954833 113.164367 \r\nL 662.155982 118.454287 \r\nL 662.357131 112.784046 \r\nL 662.960578 114.11517 \r\nL 663.161727 121.669729 \r\nL 663.362876 123.173726 \r\nL 663.564025 116.034062 \r\nL 663.765174 116.95029 \r\nL 664.770919 118.056679 \r\nL 664.972068 120.407755 \r\nL 665.173217 118.454287 \r\nL 665.776664 123.968943 \r\nL 665.977813 128.532796 \r\nL 666.178962 129.483599 \r\nL 666.581261 125.127194 \r\nL 667.184708 128.238912 \r\nL 667.385857 127.184385 \r\nL 667.788155 132.664466 \r\nL 667.989304 127.288109 \r\nL 668.592751 126.907788 \r\nL 668.7939 127.979602 \r\nL 669.196198 135.741609 \r\nL 669.397347 134.358623 \r\nL 670.000794 137.124595 \r\nL 670.201943 141.117966 \r\nL 670.80539 157.696508 \r\nL 671.408837 154.826812 \r\nL 671.609986 158.007679 \r\nL 671.811136 158.076829 \r\nL 672.012285 157.523634 \r\nL 672.213434 152.665897 \r\nL 672.816881 153.737711 \r\nL 673.01803 157.592784 \r\nL 673.219179 154.169894 \r\nL 673.420328 153.54755 \r\nL 673.621477 152.510311 \r\nL 674.426073 139.337372 \r\nL 674.627222 141.653873 \r\nL 674.828371 137.34933 \r\nL 675.02952 139.579395 \r\nL 675.834116 132.629891 \r\nL 676.035265 123.657771 \r\nL 676.236414 122.966278 \r\nL 676.437563 131.350629 \r\nL 677.04101 120.580628 \r\nL 677.24216 121.635155 \r\nL 677.644458 116.327947 \r\nL 677.845607 118.471575 \r\nL 678.449054 128.1179 \r\nL 678.650203 128.63652 \r\nL 678.851352 122.897129 \r\nL 679.052501 131.177756 \r\nL 679.25365 131.298767 \r\nL 679.857097 129.777483 \r\nL 680.259395 126.579329 \r\nL 680.460544 127.253534 \r\nL 680.661693 134.566071 \r\nL 681.26514 137.228319 \r\nL 681.466289 131.28148 \r\nL 681.667438 131.575365 \r\nL 681.868587 135.292139 \r\nL 682.673184 137.176457 \r\nL 682.874333 136.156505 \r\nL 683.276631 151.1619 \r\nL 683.47778 156.52097 \r\nL 684.081227 154.273618 \r\nL 684.282376 163.055577 \r\nL 684.483525 158.059541 \r\nL 684.684674 165.510377 \r\nL 684.885823 166.219157 \r\nL 685.48927 164.473138 \r\nL 685.690419 163.332175 \r\nL 685.891568 155.587454 \r\nL 686.092717 155.03426 \r\nL 686.293866 150.989027 \r\nL 686.897313 155.207133 \r\nL 687.098462 159.528964 \r\nL 687.299611 159.459815 \r\nL 687.50076 159.632688 \r\nL 687.701909 160.289606 \r\nL 688.305357 167.896027 \r\nL 688.707655 166.340169 \r\nL 688.908804 163.159301 \r\nL 689.109953 165.043619 \r\nL 689.7134 165.977135 \r\nL 689.914549 161.931902 \r\nL 690.115698 168.794968 \r\nL 690.316847 166.271019 \r\nL 690.517996 168.39736 \r\nL 691.523741 161.759028 \r\nL 691.72489 165.389366 \r\nL 691.926039 165.579526 \r\nL 692.529486 168.466509 \r\nL 692.931784 177.801663 \r\nL 693.132933 176.920009 \r\nL 693.334082 166.876076 \r\nL 694.138679 170.247103 \r\nL 694.339828 167.394695 \r\nL 694.540977 167.947889 \r\nL 694.742126 165.095481 \r\nL 696.753616 178.925339 \r\nL 696.954765 178.769753 \r\nL 697.155914 178.942626 \r\nL 697.357063 163.193876 \r\nL 697.558212 168.570233 \r\nL 698.362808 163.48776 \r\nL 698.563957 165.199205 \r\nL 698.765106 159.373378 \r\nL 698.966255 165.700538 \r\nL 699.569703 179.426671 \r\nL 699.770852 188.98656 \r\nL 699.972001 189.591616 \r\nL 700.17315 190.853591 \r\nL 700.977746 180.135451 \r\nL 701.581193 188.381504 \r\nL 701.782342 199.808423 \r\nL 702.586938 194.691376 \r\nL 702.788087 191.752531 \r\nL 702.989236 191.89083 \r\nL 703.190385 195.832339 \r\nL 703.793832 192.513174 \r\nL 703.994981 189.539754 \r\nL 704.19613 192.755196 \r\nL 704.397279 188.969273 \r\nL 705.201876 184.733879 \r\nL 705.403025 191.043751 \r\nL 705.604174 191.164762 \r\nL 705.805323 192.029129 \r\nL 706.006472 198.581023 \r\nL 706.609919 198.079691 \r\nL 706.811068 198.40815 \r\nL 707.012217 194.53579 \r\nL 708.017962 207.795166 \r\nL 708.42026 210.128954 \r\nL 708.621409 215.833771 \r\nL 708.822558 215.12499 \r\nL 709.828303 219.861716 \r\nL 710.029453 224.218122 \r\nL 710.230602 219.602407 \r\nL 710.834049 219.464108 \r\nL 711.236347 212.894926 \r\nL 711.437496 211.546515 \r\nL 711.638645 207.950752 \r\nL 712.242092 208.192774 \r\nL 712.64439 205.426803 \r\nL 712.845539 204.631586 \r\nL 713.046688 204.648873 \r\nL 714.052433 201.727316 \r\nL 714.253582 201.761891 \r\nL 714.454731 208.573095 \r\nL 715.259327 209.368312 \r\nL 715.460477 211.218056 \r\nL 715.661626 211.529227 \r\nL 715.862775 213.569131 \r\nL 716.466222 211.114332 \r\nL 716.667371 216.231379 \r\nL 716.86852 216.179517 \r\nL 717.069669 214.779244 \r\nL 717.270818 219.809855 \r\nL 717.874265 218.426869 \r\nL 718.075414 221.90162 \r\nL 718.276563 222.575826 \r\nL 718.678861 218.340432 \r\nL 719.282308 218.686179 \r\nL 719.483457 217.372342 \r\nL 719.684606 219.239373 \r\nL 719.885755 216.801861 \r\nL 720.086904 212.065134 \r\nL 722.098395 208.296498 \r\nL 722.299544 206.498617 \r\nL 722.500693 199.998584 \r\nL 722.701842 199.428102 \r\nL 722.902991 204.545149 \r\nL 723.506438 196.350959 \r\nL 723.707587 197.163463 \r\nL 723.908736 196.160798 \r\nL 724.109885 196.299097 \r\nL 724.914481 165.856124 \r\nL 725.11563 174.361486 \r\nL 725.517928 176.470539 \r\nL 725.719077 170.195241 \r\nL 726.322525 167.014374 \r\nL 726.724823 161.845465 \r\nL 726.925972 165.112769 \r\nL 727.127121 176.833573 \r\nL 727.730568 172.701903 \r\nL 727.931717 170.419976 \r\nL 728.334015 174.620796 \r\nL 728.535164 170.419976 \r\nL 729.138611 160.341468 \r\nL 729.33976 163.124727 \r\nL 729.540909 163.003715 \r\nL 729.742058 163.643346 \r\nL 729.943207 162.485096 \r\nL 730.546654 171.353492 \r\nL 730.948952 166.789639 \r\nL 731.150101 167.498419 \r\nL 731.35125 154.152607 \r\nL 731.954698 145.007614 \r\nL 732.155847 145.941129 \r\nL 732.558145 136.052781 \r\nL 733.362741 138.939764 \r\nL 733.56389 136.398527 \r\nL 733.765039 135.707035 \r\nL 733.966188 142.328079 \r\nL 734.167337 143.728352 \r\nL 734.770784 146.235013 \r\nL 734.971933 135.41315 \r\nL 735.374231 137.453054 \r\nL 735.57538 132.681753 \r\nL 736.178827 142.18978 \r\nL 736.379976 142.310791 \r\nL 736.581125 141.774884 \r\nL 736.983423 153.322815 \r\nL 737.586871 151.300199 \r\nL 737.78802 151.386635 \r\nL 738.994914 130.140517 \r\nL 739.196063 134.151176 \r\nL 739.598361 124.05538 \r\nL 739.79951 133.857291 \r\nL 740.604106 127.599281 \r\nL 740.805255 134.220325 \r\nL 741.006404 135.119266 \r\nL 741.207553 127.720292 \r\nL 741.811 125.161768 \r\nL 742.012149 128.394497 \r\nL 742.213298 128.1179 \r\nL 742.414447 122.551383 \r\nL 743.219044 126.838638 \r\nL 743.420193 128.463647 \r\nL 743.621342 128.584658 \r\nL 743.822491 127.893165 \r\nL 744.02364 125.766825 \r\nL 744.627087 127.40912 \r\nL 744.828236 125.02347 \r\nL 745.029385 124.020805 \r\nL 745.230534 121.427707 \r\nL 746.03513 125.507515 \r\nL 746.236279 135.395863 \r\nL 746.437428 138.006248 \r\nL 746.638577 138.645879 \r\nL 746.839726 136.605975 \r\nL 747.443173 137.211031 \r\nL 747.644322 136.415815 \r\nL 747.845471 131.471641 \r\nL 748.04662 121.635155 \r\nL 748.24777 121.323983 \r\nL 748.851217 120.909087 \r\nL 749.052366 124.452988 \r\nL 749.253515 124.798735 \r\nL 749.454664 120.926374 \r\nL 749.655813 120.597915 \r\nL 750.25926 112.524736 \r\nL 750.460409 112.351863 \r\nL 750.862707 117.296037 \r\nL 751.063856 115.671029 \r\nL 751.667303 123.847932 \r\nL 751.868452 124.591287 \r\nL 752.069601 124.487563 \r\nL 752.27075 124.781447 \r\nL 752.471899 122.136487 \r\nL 753.075346 120.580628 \r\nL 753.678794 124.850596 \r\nL 753.879943 128.550083 \r\nL 754.684539 132.093984 \r\nL 755.086837 126.147146 \r\nL 755.287986 125.887836 \r\nL 755.891433 126.596616 \r\nL 756.092582 128.135188 \r\nL 756.293731 126.112571 \r\nL 756.696029 117.641783 \r\nL 757.299476 111.331911 \r\nL 757.701774 105.385072 \r\nL 757.902923 108.894399 \r\nL 758.104072 107.407689 \r\nL 758.707519 111.833243 \r\nL 758.908668 110.052649 \r\nL 759.512116 114.478203 \r\nL 760.115563 123.000853 \r\nL 760.316712 123.98623 \r\nL 760.517861 123.726921 \r\nL 760.71901 123.917081 \r\nL 760.920159 126.337306 \r\nL 761.523606 122.620532 \r\nL 761.724755 126.18172 \r\nL 762.127053 124.349264 \r\nL 762.328202 123.519473 \r\nL 762.931649 119.992859 \r\nL 763.132798 119.785411 \r\nL 763.535096 112.127128 \r\nL 763.736245 109.153708 \r\nL 764.339692 108.272055 \r\nL 764.540842 108.928973 \r\nL 764.741991 111.245474 \r\nL 764.94314 107.5287 \r\nL 765.747736 108.998122 \r\nL 765.948885 115.169696 \r\nL 766.552332 111.66037 \r\nL 767.155779 114.357192 \r\nL 767.356928 114.37448 \r\nL 767.759226 118.713597 \r\nL 767.960375 117.72822 \r\nL 768.563822 123.070002 \r\nL 770.173015 120.131158 \r\nL 770.374164 120.546053 \r\nL 770.575313 117.866519 \r\nL 770.776462 122.153774 \r\nL 771.379909 124.902458 \r\nL 771.581058 124.003518 \r\nL 771.782207 122.534095 \r\nL 771.983356 123.450323 \r\nL 772.184505 117.365186 \r\nL 772.787952 118.454287 \r\nL 772.989101 119.491527 \r\nL 773.19025 118.108541 \r\nL 773.391399 118.765459 \r\nL 773.592548 121.237546 \r\nL 774.195995 122.966278 \r\nL 774.397144 124.176391 \r\nL 774.598293 126.596616 \r\nL 774.799442 126.423743 \r\nL 775.000591 119.474239 \r\nL 775.604039 118.194978 \r\nL 775.805188 116.276085 \r\nL 776.006337 117.434335 \r\nL 776.207486 116.811992 \r\nL 777.012082 124.038092 \r\nL 777.213231 123.260163 \r\nL 777.41438 123.623197 \r\nL 777.615529 123.484898 \r\nL 777.816678 122.067338 \r\nL 778.420125 119.491527 \r\nL 778.621274 115.619167 \r\nL 778.822423 119.577963 \r\nL 779.023572 121.254834 \r\nL 779.224721 125.47294 \r\nL 779.828168 128.394497 \r\nL 780.230466 128.861255 \r\nL 780.431615 129.742909 \r\nL 780.632764 126.18172 \r\nL 781.236212 127.097948 \r\nL 781.437361 128.705669 \r\nL 781.63851 128.342635 \r\nL 782.040808 133.286809 \r\nL 782.644255 132.491593 \r\nL 782.845404 132.716328 \r\nL 783.046553 132.180421 \r\nL 783.247702 133.373246 \r\nL 783.448851 133.373246 \r\nL 784.052298 132.647179 \r\nL 784.253447 127.443695 \r\nL 784.856894 129.829345 \r\nL 785.460341 134.635221 \r\nL 785.66149 132.992925 \r\nL 785.862639 132.612604 \r\nL 786.063788 129.86392 \r\nL 786.264937 130.434401 \r\nL 787.471832 118.990194 \r\nL 787.672981 119.733549 \r\nL 788.276428 121.393132 \r\nL 788.477577 118.817321 \r\nL 788.678726 121.998188 \r\nL 788.879875 118.471575 \r\nL 789.081024 118.592586 \r\nL 789.684471 114.633789 \r\nL 789.88562 115.671029 \r\nL 790.086769 118.748172 \r\nL 790.287918 119.059344 \r\nL 790.489067 118.748172 \r\nL 791.092514 116.120499 \r\nL 791.293663 123.329312 \r\nL 791.494812 121.980901 \r\nL 791.695961 134.96368 \r\nL 793.908601 100.354462 \r\nL 794.10975 115.238846 \r\nL 794.310899 118.212265 \r\nL 794.512048 126.337306 \r\nL 794.713197 126.406455 \r\nL 795.316644 126.095284 \r\nL 795.718942 132.24957 \r\nL 795.920091 130.866584 \r\nL 796.724687 142.863986 \r\nL 796.925836 139.631257 \r\nL 797.126985 140.167164 \r\nL 797.328135 147.583425 \r\nL 797.529284 149.329444 \r\nL 798.132731 145.992991 \r\nL 798.33388 145.733681 \r\nL 798.535029 142.18978 \r\nL 798.736178 142.345366 \r\nL 798.937327 129.207002 \r\nL 799.540774 140.495623 \r\nL 799.741923 139.112637 \r\nL 799.943072 136.19108 \r\nL 800.144221 128.792106 \r\nL 800.34537 134.929105 \r\nL 800.948817 147.28954 \r\nL 801.149966 139.129924 \r\nL 801.753413 154.515641 \r\nL 802.35686 137.038158 \r\nL 802.558009 136.173792 \r\nL 802.759158 129.950356 \r\nL 802.960308 127.92774 \r\nL 803.161457 133.304097 \r\nL 803.764904 123.329312 \r\nL 804.167202 138.76689 \r\nL 804.368351 136.709699 \r\nL 804.5695 138.161834 \r\nL 805.172947 136.657837 \r\nL 805.374096 135.724322 \r\nL 805.575245 135.395863 \r\nL 805.776394 142.18978 \r\nL 805.977543 139.406521 \r\nL 806.782139 146.407887 \r\nL 806.983288 145.474371 \r\nL 807.184437 146.753633 \r\nL 807.385586 145.336073 \r\nL 807.989033 143.762926 \r\nL 808.190182 149.554179 \r\nL 808.391332 151.507647 \r\nL 808.592481 150.660568 \r\nL 808.79363 148.672526 \r\nL 809.397077 147.73901 \r\nL 809.598226 151.628658 \r\nL 809.799375 148.240343 \r\nL 810.201673 150.539557 \r\nL 810.80512 148.793537 \r\nL 811.207418 145.059476 \r\nL 811.408567 139.337372 \r\nL 812.615461 138.31742 \r\nL 812.81661 138.991626 \r\nL 813.017759 135.499587 \r\nL 813.621206 135.67246 \r\nL 813.822356 135.586023 \r\nL 814.023505 134.462347 \r\nL 814.425803 139.129924 \r\nL 815.02925 137.366617 \r\nL 815.230399 134.738944 \r\nL 815.431548 135.879908 \r\nL 815.632697 138.334707 \r\nL 815.833846 145.87198 \r\nL 816.437293 145.042188 \r\nL 816.638442 141.913183 \r\nL 816.839591 143.434467 \r\nL 817.241889 142.673825 \r\nL 817.845336 132.405156 \r\nL 818.046485 131.004883 \r\nL 818.247634 131.350629 \r\nL 818.448783 131.264193 \r\nL 818.649932 128.930404 \r\nL 819.25338 127.85859 \r\nL 819.454529 125.835974 \r\nL 819.655678 125.92241 \r\nL 819.856827 130.140517 \r\nL 820.057976 128.308061 \r\nL 820.661423 133.21766 \r\nL 820.862572 127.115236 \r\nL 821.063721 126.821351 \r\nL 821.466019 117.901093 \r\nL 822.069466 117.520772 \r\nL 822.270615 115.550017 \r\nL 822.471764 112.472874 \r\nL 823.477509 115.204271 \r\nL 823.678658 111.522071 \r\nL 824.885553 58.501856 \r\nL 825.086702 60.386174 \r\nL 825.287851 56.289079 \r\nL 825.489 49.702609 \r\nL 825.690149 57.551053 \r\nL 826.293596 49.512449 \r\nL 826.695894 58.311695 \r\nL 826.897043 78.088391 \r\nL 827.098192 75.374282 \r\nL 827.701639 65.140187 \r\nL 827.902788 64.051086 \r\nL 828.103937 62.011182 \r\nL 828.305086 61.354264 \r\nL 828.506235 80.68149 \r\nL 829.109682 77.915518 \r\nL 829.310831 75.166834 \r\nL 829.51198 62.754537 \r\nL 829.713129 65.987266 \r\nL 830.718875 55.476575 \r\nL 830.920024 56.738549 \r\nL 831.121173 55.649448 \r\nL 831.322322 51.725226 \r\nL 831.925769 53.108211 \r\nL 832.328067 46.781052 \r\nL 832.529216 45.017745 \r\nL 832.730365 35.423281 \r\nL 833.333812 27.229091 \r\nL 833.534961 27.903296 \r\nL 833.937259 38.621436 \r\nL 834.138408 41.508419 \r\nL 834.741855 39.95256 \r\nL 834.943004 38.01638 \r\nL 835.144153 43.150714 \r\nL 835.345302 40.004422 \r\nL 835.546452 28.491065 \r\nL 836.149899 33.469814 \r\nL 836.351048 30.01235 \r\nL 836.753346 32.380713 \r\nL 836.954495 36.339509 \r\nL 837.759091 48.648082 \r\nL 837.96024 57.602915 \r\nL 838.161389 57.430042 \r\nL 838.362538 60.662771 \r\nL 838.965985 63.44603 \r\nL 839.167134 66.281151 \r\nL 839.569432 61.682723 \r\nL 839.770581 75.495293 \r\nL 840.374028 80.577766 \r\nL 840.575177 86.386306 \r\nL 840.776326 86.662903 \r\nL 840.977475 80.456754 \r\nL 841.178625 82.254636 \r\nL 841.782072 83.51661 \r\nL 841.983221 84.346402 \r\nL 842.18437 81.061811 \r\nL 843.994711 90.033931 \r\nL 844.598158 104.071236 \r\nL 844.799307 103.155008 \r\nL 845.000456 104.62443 \r\nL 845.201605 104.918315 \r\nL 846.006201 109.067272 \r\nL 846.20735 106.491461 \r\nL 846.408499 105.955554 \r\nL 846.609649 107.649711 \r\nL 846.810798 110.623131 \r\nL 847.615394 116.034062 \r\nL 848.017692 108.202906 \r\nL 848.218841 115.463581 \r\nL 848.822288 112.818621 \r\nL 849.224586 105.523371 \r\nL 849.425735 98.625729 \r\nL 849.626884 98.400994 \r\nL 850.230331 89.3943 \r\nL 850.833778 95.963482 \r\nL 851.034927 100.769357 \r\nL 851.638374 96.378378 \r\nL 851.839523 97.415617 \r\nL 852.040673 97.657639 \r\nL 852.241822 93.111074 \r\nL 852.442971 92.125697 \r\nL 853.046418 87.129661 \r\nL 853.247567 89.13499 \r\nL 853.448716 94.476772 \r\nL 853.649865 94.131026 \r\nL 853.851014 87.752004 \r\nL 854.454461 90.051218 \r\nL 854.65561 80.214732 \r\nL 854.856759 81.13096 \r\nL 855.057908 81.32112 \r\nL 855.259057 80.439467 \r\nL 856.063653 85.504652 \r\nL 856.264802 90.673562 \r\nL 856.465951 91.555215 \r\nL 856.6671 96.43024 \r\nL 857.471697 91.572502 \r\nL 857.672846 91.123032 \r\nL 857.873995 83.810495 \r\nL 858.075144 86.68019 \r\nL 858.678591 82.583095 \r\nL 858.87974 88.910255 \r\nL 859.080889 85.902261 \r\nL 859.282038 85.729388 \r\nL 859.483187 82.081763 \r\nL 860.086634 80.059146 \r\nL 860.287783 81.13096 \r\nL 860.488932 87.112373 \r\nL 860.690081 77.224025 \r\nL 861.494677 74.458054 \r\nL 862.098124 52.036398 \r\nL 862.902721 59.625532 \r\nL 863.10387 46.936638 \r\nL 863.305019 48.060314 \r\nL 863.506168 55.822321 \r\nL 863.707317 58.190684 \r\nL 864.310764 53.315659 \r\nL 864.511913 59.608244 \r\nL 864.713062 57.37818 \r\nL 864.914211 49.996494 \r\nL 865.11536 50.687986 \r\nL 865.718807 46.971212 \r\nL 865.919956 54.560346 \r\nL 866.121105 54.750507 \r\nL 866.322254 65.019176 \r\nL 866.523403 68.165469 \r\nL 867.12685 62.719962 \r\nL 867.327999 57.153445 \r\nL 867.529148 56.85956 \r\nL 867.730297 56.807698 \r\nL 867.931446 56.945997 \r\nL 868.534894 62.374216 \r\nL 868.937192 39.796974 \r\nL 870.546384 44.239815 \r\nL 870.747533 43.340875 \r\nL 871.35098 57.879512 \r\nL 871.552129 59.124199 \r\nL 871.753278 71.571071 \r\nL 871.954427 75.650879 \r\nL 872.155576 62.529802 \r\nL 872.759023 69.116271 \r\nL 872.960172 62.097619 \r\nL 873.161321 70.827716 \r\nL 873.36247 58.519143 \r\nL 873.563619 57.37818 \r\nL 874.368216 32.380713 \r\nL 874.569365 33.659975 \r\nL 874.770514 44.98317 \r\nL 874.971663 45.674663 \r\nL 875.57511 37.791644 \r\nL 876.178557 45.207905 \r\nL 876.379706 33.245079 \r\nL 876.983153 38.396701 \r\nL 877.184302 36.391371 \r\nL 877.385451 31.205175 \r\nL 877.5866 31.136026 \r\nL 877.787749 39.762399 \r\nL 878.391196 39.382078 \r\nL 878.592345 42.839542 \r\nL 878.793494 39.831548 \r\nL 879.195792 50.515113 \r\nL 880.000389 47.074936 \r\nL 880.201538 49.927344 \r\nL 880.402687 48.215899 \r\nL 880.603836 53.938003 \r\nL 881.207283 47.939302 \r\nL 881.408432 47.801004 \r\nL 881.609581 50.186654 \r\nL 881.81073 48.613508 \r\nL 882.011879 50.808998 \r\nL 882.615326 62.581664 \r\nL 882.816475 63.567041 \r\nL 883.017624 63.255869 \r\nL 883.218773 64.172097 \r\nL 883.419922 59.020475 \r\nL 884.023369 65.485934 \r\nL 884.224518 64.085661 \r\nL 884.626816 55.355563 \r\nL 884.827966 59.383509 \r\nL 886.03486 64.465982 \r\nL 886.236009 58.899464 \r\nL 886.839456 59.487233 \r\nL 887.241754 64.15481 \r\nL 887.442903 68.856962 \r\nL 887.644052 57.101583 \r\nL 888.247499 51.535065 \r\nL 888.448648 51.189319 \r\nL 888.649797 52.053685 \r\nL 888.850946 50.221229 \r\nL 889.052095 55.908758 \r\nL 889.655542 53.419383 \r\nL 889.856691 37.808932 \r\nL 890.05784 37.808932 \r\nL 890.25899 36.322222 \r\nL 890.460139 37.964518 \r\nL 891.264735 37.186588 \r\nL 891.667033 44.948596 \r\nL 891.868182 41.836878 \r\nL 891.868182 41.836878 \r\n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n   </g>\r\n   <g id=\"patch_3\">\r\n    <path d=\"M 39.65 447.84 \r\nL 39.65 7.2 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_4\">\r\n    <path d=\"M 932.45 447.84 \r\nL 932.45 7.2 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_5\">\r\n    <path d=\"M 39.65 447.84 \r\nL 932.45 447.84 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_6\">\r\n    <path d=\"M 39.65 7.2 \r\nL 932.45 7.2 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n  </g>\r\n </g>\r\n <defs>\r\n  <clipPath id=\"p8fc025cb69\">\r\n   <rect height=\"440.64\" width=\"892.8\" x=\"39.65\" y=\"7.2\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "#backtest\n",
    "trade_record=backtest_ts.backtest_ts_vectorization_01(md_data=md_data_daily,signal=signal).dropna()\n",
    "trade_record[\"pnl_period_cumsum\"].plot(figsize=(16,9))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "             contract    open    high     low   close  settlement  \\\n",
       "trading_date                                                        \n",
       "2010-05-18     IF1006  2711.8  2848.0  2708.4  2810.4      2818.2   \n",
       "2010-05-19     IF1006  2779.2  2859.0  2734.2  2784.8      2798.0   \n",
       "2010-05-20     IF1006  2801.0  2844.8  2742.2  2763.2      2761.2   \n",
       "2010-05-21     IF1006  2702.0  2802.8  2677.0  2801.0      2789.0   \n",
       "2010-05-24     IF1006  2814.0  2933.4  2808.0  2902.0      2908.6   \n",
       "...               ...     ...     ...     ...     ...         ...   \n",
       "2021-05-31     IF2106  5310.0  5325.0  5270.4  5319.8      5312.2   \n",
       "2021-06-01     IF2106  5311.0  5331.8  5251.2  5323.0      5321.2   \n",
       "2021-06-02     IF2106  5332.8  5337.8  5248.2  5280.8      5273.2   \n",
       "2021-06-03     IF2106  5281.0  5299.6  5231.8  5233.2      5245.6   \n",
       "2021-06-04     IF2106  5220.0  5332.6  5206.4  5269.2      5260.2   \n",
       "\n",
       "              prev_settlement  limit_up  limit_down    volume  total_turnover  \\\n",
       "trading_date                                                                    \n",
       "2010-05-18             2729.2    3002.0      2456.4  261582.0    2.173219e+11   \n",
       "2010-05-19             2818.2    3100.0      2536.4  340531.0    2.858937e+11   \n",
       "2010-05-20             2798.0    3077.8      2518.2  293133.0    2.454273e+11   \n",
       "2010-05-21             2761.2    3037.2      2485.2  307325.0    2.530169e+11   \n",
       "2010-05-24             2789.0    3067.8      2510.2  300512.0    2.609138e+11   \n",
       "...                       ...       ...         ...       ...             ...   \n",
       "2021-05-31             5299.4    5829.2      4769.6   85946.0    1.365802e+11   \n",
       "2021-06-01             5312.2    5843.4      4781.0  107218.0    1.704150e+11   \n",
       "2021-06-02             5321.2    5853.2      4789.2  106742.0    1.692285e+11   \n",
       "2021-06-03             5273.2    5800.4      4746.0  104540.0    1.653338e+11   \n",
       "2021-06-04             5245.6    5770.0      4721.2  131409.0    2.074860e+11   \n",
       "\n",
       "              open_interest  pre_close symbol  close_diff  signal  pnl_period  \\\n",
       "trading_date                                                                    \n",
       "2010-05-18          11428.0     2722.4     IF        88.0    -1.0       -88.0   \n",
       "2010-05-19          12817.0     2810.4     IF       -25.6    -1.0        25.6   \n",
       "2010-05-20          14774.0     2784.8     IF       -21.6    -1.0        21.6   \n",
       "2010-05-21          13329.0     2763.2     IF        37.8    -1.0       -37.8   \n",
       "2010-05-24          15770.0     2801.0     IF       101.0    -1.0      -101.0   \n",
       "...                     ...        ...    ...         ...     ...         ...   \n",
       "2021-05-31         142061.0     5314.0     IF         5.8     1.0         5.8   \n",
       "2021-06-01         145030.0     5319.8     IF         3.2     1.0         3.2   \n",
       "2021-06-02         135913.0     5323.0     IF       -42.2     1.0       -42.2   \n",
       "2021-06-03         134495.0     5280.8     IF       -47.6     1.0       -47.6   \n",
       "2021-06-04         137378.0     5233.2     IF        36.0     1.0        36.0   \n",
       "\n",
       "              pnl_period_cumsum  \n",
       "trading_date                     \n",
       "2010-05-18                -88.0  \n",
       "2010-05-19                -62.4  \n",
       "2010-05-20                -40.8  \n",
       "2010-05-21                -78.6  \n",
       "2010-05-24               -179.6  \n",
       "...                         ...  \n",
       "2021-05-31               4227.8  \n",
       "2021-06-01               4231.0  \n",
       "2021-06-02               4188.8  \n",
       "2021-06-03               4141.2  \n",
       "2021-06-04               4177.2  \n",
       "\n",
       "[2686 rows x 18 columns]"
      ],
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>contract</th>\n      <th>open</th>\n      <th>high</th>\n      <th>low</th>\n      <th>close</th>\n      <th>settlement</th>\n      <th>prev_settlement</th>\n      <th>limit_up</th>\n      <th>limit_down</th>\n      <th>volume</th>\n      <th>total_turnover</th>\n      <th>open_interest</th>\n      <th>pre_close</th>\n      <th>symbol</th>\n      <th>close_diff</th>\n      <th>signal</th>\n      <th>pnl_period</th>\n      <th>pnl_period_cumsum</th>\n    </tr>\n    <tr>\n      <th>trading_date</th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n      <th></th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2010-05-18</th>\n      <td>IF1006</td>\n      <td>2711.8</td>\n      <td>2848.0</td>\n      <td>2708.4</td>\n      <td>2810.4</td>\n      <td>2818.2</td>\n      <td>2729.2</td>\n      <td>3002.0</td>\n      <td>2456.4</td>\n      <td>261582.0</td>\n      <td>2.173219e+11</td>\n      <td>11428.0</td>\n      <td>2722.4</td>\n      <td>IF</td>\n      <td>88.0</td>\n      <td>-1.0</td>\n      <td>-88.0</td>\n      <td>-88.0</td>\n    </tr>\n    <tr>\n      <th>2010-05-19</th>\n      <td>IF1006</td>\n      <td>2779.2</td>\n      <td>2859.0</td>\n      <td>2734.2</td>\n      <td>2784.8</td>\n      <td>2798.0</td>\n      <td>2818.2</td>\n      <td>3100.0</td>\n      <td>2536.4</td>\n      <td>340531.0</td>\n      <td>2.858937e+11</td>\n      <td>12817.0</td>\n      <td>2810.4</td>\n      <td>IF</td>\n      <td>-25.6</td>\n      <td>-1.0</td>\n      <td>25.6</td>\n      <td>-62.4</td>\n    </tr>\n    <tr>\n      <th>2010-05-20</th>\n      <td>IF1006</td>\n      <td>2801.0</td>\n      <td>2844.8</td>\n      <td>2742.2</td>\n      <td>2763.2</td>\n      <td>2761.2</td>\n      <td>2798.0</td>\n      <td>3077.8</td>\n      <td>2518.2</td>\n      <td>293133.0</td>\n      <td>2.454273e+11</td>\n      <td>14774.0</td>\n      <td>2784.8</td>\n      <td>IF</td>\n      <td>-21.6</td>\n      <td>-1.0</td>\n      <td>21.6</td>\n      <td>-40.8</td>\n    </tr>\n    <tr>\n      <th>2010-05-21</th>\n      <td>IF1006</td>\n      <td>2702.0</td>\n      <td>2802.8</td>\n      <td>2677.0</td>\n      <td>2801.0</td>\n      <td>2789.0</td>\n      <td>2761.2</td>\n      <td>3037.2</td>\n      <td>2485.2</td>\n      <td>307325.0</td>\n      <td>2.530169e+11</td>\n      <td>13329.0</td>\n      <td>2763.2</td>\n      <td>IF</td>\n      <td>37.8</td>\n      <td>-1.0</td>\n      <td>-37.8</td>\n      <td>-78.6</td>\n    </tr>\n    <tr>\n      <th>2010-05-24</th>\n      <td>IF1006</td>\n      <td>2814.0</td>\n      <td>2933.4</td>\n      <td>2808.0</td>\n      <td>2902.0</td>\n      <td>2908.6</td>\n      <td>2789.0</td>\n      <td>3067.8</td>\n      <td>2510.2</td>\n      <td>300512.0</td>\n      <td>2.609138e+11</td>\n      <td>15770.0</td>\n      <td>2801.0</td>\n      <td>IF</td>\n      <td>101.0</td>\n      <td>-1.0</td>\n      <td>-101.0</td>\n      <td>-179.6</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>2021-05-31</th>\n      <td>IF2106</td>\n      <td>5310.0</td>\n      <td>5325.0</td>\n      <td>5270.4</td>\n      <td>5319.8</td>\n      <td>5312.2</td>\n      <td>5299.4</td>\n      <td>5829.2</td>\n      <td>4769.6</td>\n      <td>85946.0</td>\n      <td>1.365802e+11</td>\n      <td>142061.0</td>\n      <td>5314.0</td>\n      <td>IF</td>\n      <td>5.8</td>\n      <td>1.0</td>\n      <td>5.8</td>\n      <td>4227.8</td>\n    </tr>\n    <tr>\n      <th>2021-06-01</th>\n      <td>IF2106</td>\n      <td>5311.0</td>\n      <td>5331.8</td>\n      <td>5251.2</td>\n      <td>5323.0</td>\n      <td>5321.2</td>\n      <td>5312.2</td>\n      <td>5843.4</td>\n      <td>4781.0</td>\n      <td>107218.0</td>\n      <td>1.704150e+11</td>\n      <td>145030.0</td>\n      <td>5319.8</td>\n      <td>IF</td>\n      <td>3.2</td>\n      <td>1.0</td>\n      <td>3.2</td>\n      <td>4231.0</td>\n    </tr>\n    <tr>\n      <th>2021-06-02</th>\n      <td>IF2106</td>\n      <td>5332.8</td>\n      <td>5337.8</td>\n      <td>5248.2</td>\n      <td>5280.8</td>\n      <td>5273.2</td>\n      <td>5321.2</td>\n      <td>5853.2</td>\n      <td>4789.2</td>\n      <td>106742.0</td>\n      <td>1.692285e+11</td>\n      <td>135913.0</td>\n      <td>5323.0</td>\n      <td>IF</td>\n      <td>-42.2</td>\n      <td>1.0</td>\n      <td>-42.2</td>\n      <td>4188.8</td>\n    </tr>\n    <tr>\n      <th>2021-06-03</th>\n      <td>IF2106</td>\n      <td>5281.0</td>\n      <td>5299.6</td>\n      <td>5231.8</td>\n      <td>5233.2</td>\n      <td>5245.6</td>\n      <td>5273.2</td>\n      <td>5800.4</td>\n      <td>4746.0</td>\n      <td>104540.0</td>\n      <td>1.653338e+11</td>\n      <td>134495.0</td>\n      <td>5280.8</td>\n      <td>IF</td>\n      <td>-47.6</td>\n      <td>1.0</td>\n      <td>-47.6</td>\n      <td>4141.2</td>\n    </tr>\n    <tr>\n      <th>2021-06-04</th>\n      <td>IF2106</td>\n      <td>5220.0</td>\n      <td>5332.6</td>\n      <td>5206.4</td>\n      <td>5269.2</td>\n      <td>5260.2</td>\n      <td>5245.6</td>\n      <td>5770.0</td>\n      <td>4721.2</td>\n      <td>131409.0</td>\n      <td>2.074860e+11</td>\n      <td>137378.0</td>\n      <td>5233.2</td>\n      <td>IF</td>\n      <td>36.0</td>\n      <td>1.0</td>\n      <td>36.0</td>\n      <td>4177.2</td>\n    </tr>\n  </tbody>\n</table>\n<p>2686 rows × 18 columns</p>\n</div>"
     },
     "metadata": {},
     "execution_count": 11
    }
   ],
   "source": [
    "trade_record"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "name": "python385jvsc74a57bd005e05f4e2334131e9dd240aaeae78510f6a3ee0b7ee32bd13dc8bb3242b296c4",
   "display_name": "Python 3.8.5 64-bit ('base': conda)"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}